Mobility Management for Femtocells in LTE-Advanced: Key Aspects and Survey of Handover Decision Algorithms

Μέγεθος: px
Εμφάνιση ξεκινά από τη σελίδα:

Download "Mobility Management for Femtocells in LTE-Advanced: Key Aspects and Survey of Handover Decision Algorithms"

Transcript

1 Mobility Management for Femtocells in LTE-Advanced: Key Aspects and Survey of Handover Decision Algorithms Dionysis Xenakis, Candidate PhD Department of Informatics and Telecommunications, University of Athens

2 Table of Contents Small Cells Key features Femtocells LTE-Advanced Part I: Mobility Management for femtocells in LTE-Advanced (LTE-A) Network architecture and support of femtocells Cell Identification Access Control Cell Search Cell Selection/Reselection Handover Decision Handover Execution

3 Table of Contents Part II: Handover decision for femtocells in LTE-Advanced (LTE-A) Handover Decision Criteria and Context Classification of Handover Decision Algorithms Survey of Handover Decision Algorithms Performance Evaluation and Modeling Issues Comparative Summary Future Research Directions D. Xenakis, N. Passas, L. Merakos, C. Verikoukis, Mobility Management for Femtocells in LTE-Advanced: Key Aspects and Survey of Handover Decision Algorithms, IEEE Communication Surveys and Tutorials, accepted.

4 Small Cells Key Challenge in Mobile Communications Smoothly integrate small-sized stations in the predominant macro-cellular layout Small Cells Short-range, low-power and cost cellular access points Support fewer users compared to macrocells Embody the functionality of a regular base station Operate in the mobile operator s licensed spectrum Promising solution for supporting the plethora of emerging home/enterprise apps Include pico, micro, metro cells: Operator-managed Include femtocells: installed/managed by the users

5 Femtocells Special case of small cells [1] Installed/managed by the users Utilize existing broadband backhaul to reach the mobile operator s network, e.g., xdsl Support up to a few users, e.g. 4 users Low power operation, e.g. up to 20dBm Are subject to access control Closed: Service to a closed group of subscribed users Open : All users are allowed to utilize the femtocell Hybrid: Preferential access to subscribed users Feature edge-based intelligence Self-x capabilities, advanced radio resource, mobility and interference management

6 Femtocell Deployment Example

7 Femtocell Benefits Mobile Operator Perspective Reduce the Capital and Operational Expenditure Femtocells utilize the consumer s broadband backhaul Femtocells are installed and managed by the end user Improve indoor coverage and system capacity Result in higher spatial frequency reuse Lower power transmissions Decongest nearby macrocells User Perspective Improved indoor coverage Enhanced system capacity end throughput Prolonged handset battery lifetime Preferential charging Utilize the consumer s broadband backhaul

8 Femtocell Open Issues Business Models / Access Methods [1][13]-[14] Radio Resource Management [15]-[17] Resource Allocation and Power Control Energy Saving Management [18]-[22] Network : Component and System Level ES User side: Enhance the UE energy-efficiency Discontinuous Reception (DRX) [30]-[32] Interference Management [2] [23]-[29] Self-organization, configuration and healing [1] Location Management [38] Mobility Management [33]-[61] [69]-[73] Performance Analysis [62]-[64] [41]-[43] [48]

9 LTE-Advanced Technological advancement of the Long Term Evolution System Rel. 8/9 Meets and surpasses the requirements set by the International Telecommunication Union (ITU) for the IMT-Advanced system [3]-[4] Incorporates a plethora of technical improvements to the LTE system [5]-[9] Carrier aggregation Advanced multi-antenna techniques Relaying Enhanced support for heterogeneous deployments, including femtocells

10 Part I: Mobility Management for femtocells in LTE-A Overview of Part I Motivation Support of Femtocells in LTE-A Discuss the key aspects and research challenges Cell Identification Access Control Cell Search Cell Selection / Reselection Handover Decision Handover Execution

11 Part I: Mobility Management for femtocells in LTE-A Motivation MM for femtocells is challenging Denser network layout and short-cell radii Augment the negative impact of user mobility Enlarge the number of candidate cells Increase the HO probability even for low speed users Access control restrictions Degrades the SINR performance under certain interference scenarios, e.g., closed access Unplanned deployment pattern Introduces randomness and dictates autonomicity Low-power operation The signal is more vulnerable to non line of sight (NLOS) propagation conditions and fast variations of the radio environment

12 Part I: Mobility Management for femtocells in LTE-A Support of Femtocells in LTE-A E-UTRA Network Architecture

13 Part I: Mobility Management for femtocells in LTE-A Support of Femtocells in LTE-A Evolved Packet Core (EPC) Mobility Management Entity (MME) Implements the functions of core network (CN) signaling for MM between 3GPP access networks, idle state mobility handling (e.g., paging), tracking area list management, roaming, bearer control, security and authentication Serving Gateway (S-GW) Hosts the functions of lawful interception, charging, accounting, packet routing and forwarding, and mobility anchoring for intra and inter-3gpp MM

14 Part I: Mobility Management for femtocells in LTE-A Support of Femtocells in LTE-A Access Network Evolved Node B (enb) User and control plane protocol terminations towards the UE Supports the functions of radio resource management, admission control, scheduling and transmission of paging/broadcast messages, measurement configuration for mobility and scheduling, routing of user plane data towards the S-GW Home enb Supports the same functionality as the enb HeNB Gateway Concentrator for the control plane to support a large number of HeNBs in a scalable manner Appears to the HeNBs as an MME and to the EPC as an enb Optional deployment

15 Part I: Mobility Management for femtocells in LTE-A Support of Femtocells in LTE-A Interfaces X2 interface Allows direct connectivity between the enbs Allows direct connectivity between the HeNBs» Different from LTE Rel. 8/9 Is not supported for interconnection between enbs and HeNBs X2-based handover between HeNBs is allowed only if no access control is required at the MME S1 interface Interconnects the enbs and HeNBs to the EPC

16 Part I: Mobility Management for femtocells in LTE-A Support of Femtocells in LTE-A Technical Specifications related to MM for femtocells

17 Part I: Mobility Management for femtocells in LTE-A Cell Identification Involves all the mechanisms and identifiers used to distinguish femtocells from macrocells and/or other femtocells Cellular networks use a limited number of Physical Cell Identifiers (PCI) to distinguish the cells Broadcasting unique cell identifiers asks for increased signaling and radio resource overhead Should be transmitted in frequent and periodic basis to allow their systematic acquisition Are typically scrambled within the broadcast channel In the presence of femtocells Denser PCI reuse : infeasible for the network nodes to uniquely identify the target cells Random PCI selection : the random deployment hinders the centralized assignment of PCI values

18 Part I: Mobility Management for femtocells in LTE-A Cell Identification: PCI Confusion Problem

19 Part I: Mobility Management for femtocells in LTE-A Cell Identification Research Challenges 1. PCI Resolution: Use procedures that guarantee the unique identification of nearby cells Hierarchical Cell Structuring: categorize the cells into different layers and introduce priorities Separate PLMN ID for different cell tiers Upper-layer approaches: acquire the unique cell global identifiers (CGI) transmitted in less frequently» Used as the main PCI resolution method in LTE-A Carrier and PCI reservation for different cell tiers» Used as a complementary method in LTE-A 2. PCI Selection: Minimize the negative impact of the PCI reuse by using distributed PCI selection algorithms Current literature for PCI selection [92]-[98] Need for distributed algorithms using cognition, cooperation, and contextawareness

20 Part I: Mobility Management for femtocells in LTE-A Cell Identification in LTE-A LTE-A uses 504 unique PCIs PCI Resolution LTE-A resolves it by configuring the UEs to acquire the unique E- UTRAN CGI (ECGI) of the target cell Introduces delay overhead (~80ms) Provisions for PCI and carrier reservation Need for utilizing this option to resolve the PCI confusion PCI Selection Centralized approach The OAM system signals to the (H)eNB a specific PCI Distributed approach The OAM signals to the (H)eNB a list of PCI values» The (H)eNB chooses itself the PCI LTE-A provides recommendations but does not specifies the distributed PCI selection algorithm

21 Part I: Mobility Management for femtocells in LTE-A Access control Involves the signaling, identifiers and procedures used to validate the membership status of a UE in a target femtocell Three access schemes Closed: A specific group of users utilizes the femtocell Exclusive utilization of the radio resources SINR degradation due to cross-tier interference Open: All users are allowed to utilize the femtocell Minimizes cross-tier interference Frequent service interruption, increased HO probability Hybrid: Prioritized service to a specific group of users Allows flexible resource utilization Necessitates advanced admission control, handover decision and radio resource management algorithms

22 Part I: Mobility Management for femtocells in LTE-A Access control Challenges in the presence of femtocells 1. The UE should be aware of the closed groups it can access 2. Femtocells should indicate the supported closed group 3. A trusted network entity should validate the membership status of the mobile terminals Access control in LTE-A UEs are part of Closed Subscriber Groups (CSG) CSG and hybrid cells 1. UE maintains a whitelist of CSGs 2. HeNBs broadcast the CSG ID they support and the allowed type of access (CSG Indicator) 3. Access control is always performed at the MME Except if intra-csg handover takes place

23 Part I: Mobility Management for femtocells in LTE-A Cell Search The procedure by which the UE acquires time and frequency synchronization with a nearby cell in order to identify it and measure its signal quality Based on Signal measurements performed on pilot or reference signals broadcast by the cells in a predefined time - frequency basis Triggered by Events related to the status of the serving or neighbor cells, typically the RSS Performed during Idle DL or UL periods provided by DRX or packet scheduling (gap assisted measurements) Configured by the network (typically)

24 Part I: Mobility Management for femtocells in LTE-A Cell Search In the presence of femtocells Dense yet unplanned deployment Network inability to provide a comprehensive Neighbor Cell List (NCL)» A limited number of NCL entries are allowed (e.g. 32) Access control restrictions NCL should be adapted on a per UE basis Key performance trade-off: Search and measure the signal quality of as much as possible nearby cells without consuming much of the energy saving opportunities (DRX gaps) or having frequent service interruption (resource gaps) or increasing the QoS maintenance overhead (gap scheduling)

25 Part I: Mobility Management for femtocells in LTE-A Cell Search Research Challenges 1. Develop UE-based autonomous cell search strategies Use of context-awareness and cognition 2. Construct a comprehensive NCL at the cells to assist the UEs Shorten the cell search duration and enhance its accuracy Use of context-aware and cooperative strategies 3. Deploy femtocell-specific cell search triggering Avoid frequent yet unnecessary measurements Use of context-awareness, cognition and cell cooperation 4. Deploy more sophisticated DRX and packet scheduling Trade-off between the cell search accuracy/duration and the required QoS maintenance and energy overheads

26 Part I: Mobility Management for femtocells in LTE-A Cell Search in LTE-A Is based on following the primary and secondary synchronization signals in the DL direction transmitted on specific subcarriers and slots [84] UE can perform two basic measurements Reference Signal Received Power (RSRP) The RSS of a target cell (the RSS of other cells is excluded) Reference Signal Received Quality (RSRQ) RSRP to the RSS of all other cells in proximity The RSRP and RSRQ are performed on specific RS Cell search in LTE-A depends on the UE state Idle and connected state cell search

27 Part I: Mobility Management for femtocells in LTE-A Cell Search in LTE-A Connected State (general) Can be based on network configuration Both event-triggered and period measurement reporting are enabled The serving cell Can provide black lists Is not required to provide a NCL Should at least indicate the carrier frequency for inter-frequency neighbor cells In the presence of femtocells The serving cell can use the feature of proximity estimation Allows the UE to determine itself the presence of femtocells using autonomous cell search procedures

28 Part I: Mobility Management for femtocells in LTE-A Cell Search in LTE-A Connected State

29 Part I: Mobility Management for femtocells in LTE-A Cell Search in LTE-A Idle State (general) Can be based on manual selection of CSG cells Can be based on configuration provided by the network, e.g., NCL Can be based on a UE autonomous search function The UE determines itself when and where to search for cells The cells can assist the UE by broadcasting a range of PCIs or carriers reserved for CSG use only Both the UE autonomous search function (idle state) and the proximity estimation procedures are left up to the UE implementation

30 Part I: Mobility Management for femtocells in LTE-A Cell Selection / Reselection Cell Selection: the attachment procedure where the UE is idle and not camped on a cell UE switch-on phase or upon losing network coverage Search all frequency bands, identify the cells operating in each carrier and follow a random access procedure to camp on the most suitable cell Cell Reselection: the inter-cell mobility procedure where the UE is idle and is already camped on a cell Measure the signal quality of nearby cells Deploy cell ranking, or use frequency priorities provided by the network, or perform other optimization criteria Can be assisted by the network with a NCL Stored or cache information can be utilized to shorten the cell selection/reselection phases

31 Part I: Mobility Management for femtocells in LTE-A Cell Selection / Reselection Research Challenges Optimized formation of tracking areas (TA) TAs are used to reduce the paging and cell reselection signaling overheads (cell grouping) Even more challenging in the presence of femtocells Performance trade-off: Using large TAs reduces the cell selection/reselection signaling and energy overheads at the UEs (less frequent TA update) but also increase the signaling, energy, and radio resource overhead at the network (more cells broadcast paging messages for a UE) Deploy femtocell-specific cell selection/reselection Increase the femtocell utilization / Offload macrocells Anticipate with the required signaling and delay overhead for cell selection/reselection Cope with the fast RSS variations and access control Use stored or cache information

32 Part I: Mobility Management for femtocells in LTE-A Cell Selection / Reselection in LTE-A Cell Selection Search all frequency bands, identify the strongest cell for each carrier, and read the SI to identify the PLMN ID Select the one that satisfies the cell selection criteria, belongs to the allowed PLMN, is not included in a black list, does not belong to a forbidden TA Cell Reselection Intra-frequency case: use of absolute frequency priorities Inter-frequency case: Absolute priorities broadcast in SI Cell selection/reselection for CSG cells UE autonomous search function Manual selection

33 Part I: Mobility Management for femtocells in LTE-A Cell Handover Consists of all the decision and signaling procedures required to seamlessly transfer the ongoing user connections from its serving to a neighbor cell Handover Decision The decision part of the cell HO UE-assisted network-controlled in cellular networks Used to offload highly congested cells or improve the signal quality at the UE In the presence of femtocells Frequent HO triggering (short cell radii, denser network layout, fast varying radio environment) Uneven transmit power on the RS Divergent interference levels among the cells Opportunity to save energy and enhance the QoE

34 Part I: Mobility Management for femtocells in LTE-A Handover Decision Research Challenges HO decision triggering Consider the use of other IMT-Advanced features instead Account for the actual interference and RS transmit power status at the candidate cells (context-awareness) Fully exploit the femtocell utilization opportunities while sustaining a low HO probability Powerful tool for interference handling and energy saving management (macroscopic level) Attain backwards compatibility and describe the required signaling procedures for context acquisition Assess the performance of the proposed algorithms in terms of interference, energy-efficiency, and throughput Handover Decision in LTE-A is an open issue

35 Part I: Mobility Management for femtocells in LTE-A Handover Execution Consists of all the necessary signaling procedures for performing inter-cell mobility when the UE is in the connected state In the presence of femtocells Requires increased signaling and delay overheads Femtocells connect to the core network through the user s broadband backhaul The signaling passes through additional network entities Need to integrated femtocell-specific processes such as access control, PCI resolution, autonomous search Existing femtocell-specific HO decision algorithms utilize an enriched set of parameters

36 Part I: Mobility Management for femtocells in LTE-A Handover Execution Research Challenges Optimize the wired and cellular backhaul under the viewpoint of femtocells Use of femtocell gateways Revisit and optimize existing HO execution signaling protocols Smoothly integrate femtocell-specific processes into the standard HO execution procedure Account for the additional HO execution signaling prior to HO decision making

37 Part I: Mobility Management for Handover Execution in LTE-A HO execution scenarios femtocells in LTE-A Sc. 1 and 2 do not require procedural enhancements Sc. 3,4,5 (inbound mobility to femtocells) necessitate the use of proximity estimation, the resolution of the PCI confusion problem and the employment of access control (scenario 3)

38 Part I: Mobility Management for femtocells in LTE-A Handover Execution in LTE-A HO execution scenario 3 (most demanding)

39 Part II: Handover Decision for femtocells in LTE-Advanced Overview of Part II Handover Decision Criteria and Context Classification of Handover Decision Algorithms Survey of Handover Decision Algorithms Performance Evaluation and Modeling Issues Comparative Summary Future Research Directions

40 Part II: Handover Decision for femtocells in LTE-Advanced Handover Decision Criteria and Context Received Signal Strength (RSS): Received power on the reference or pilot signals transmitted by a specific cell The key decision parameter in cellular networks A biased parameter in the presence of femtocells Equals to the product of the (uneven) RS transmit power and the channel gain Standard measurement capability in LTE-A (RSRP) Received interference power (RIP) Cell RIP: the total received power from (non-accossiated) users in proximity UE RSSI: the total received power from cells in proximity Received Signal Strength Indicator (RSSI) Standard measurement capability in LTE-A Acquiring the cell RIP increases signaling

41 Part II: Handover Decision for femtocells in LTE-Advanced Handover Decision Criteria and Context Received Signal Quality (RSQ) The ratio of the RSS from a target cell to the total RIP at the UE (signal quality based on the RS) Standard measurement capability in LTE-A (RSRQ) UE speed Widely used to enhance inbound mobility to femtocells and reduce unnecessary HOs for medium to high speed users Necessitates increased monetary, energy consumption or network signaling Energy-efficiency Critical parameter for IMT-Advanced mobile devices Multifarious user applications and radio capabilities Translated to the UE battery power [54], the mean UE transmit power [55], and the UE power consumption [60]

42 Part II: Handover Decision for femtocells in LTE-Advanced Handover Decision Criteria and Context Path loss Includes the impact of various signal attenuation factors caused by the wireless medium and the ambient radio environment, e.g., propagation, absorption and diffraction losses Unbiased parameter in the presence of femtocells Difficult to accurately estimate RS transmit power Cell transmit power on the RS Can be used to estimate the actual path loss Standard measurement capability in LTE-A Traffic type Existing classifications include real or non-real time traffic [47], [49], [53], [54], and voice or data traffic [52]

43 Part II: Handover Decision for femtocells in LTE-Advanced Handover Decision Criteria and Context Available bandwidth Measures the resource availability in the target cell Used to perform preliminary admission control Refers to the cell load, capacity, number of connected UEs UE residence time within the cell The duration that a tagged UE is expected to remain within the coverage of a cell Used to minimize the number of unnecessary HOs Difficult to estimate UE membership status Unique femtocell feature Used to minimize the HO failure probability due to access control

44 Part II: Handover Decision for femtocells in LTE-Advanced Classification of Handover Decision Algorithms Noteworthy amount of HO algorithms for femtocells [41]-[60] Classification based on the primary HO decision parameter under use Allows for simple comparison and useful insights Most of the existing algorithms utilize parameters that span over the identified classes HO decision classes Received signal strength based algorithms Speed based algorithms Cost-function based algorithms Interference-aware algorithms Energy-efficient algorithms

45 Part II: Handover Decision for femtocells in LTE-Advanced Classification of Handover Decision Algorithms

46 Part II: Handover Decision for femtocells in LTE-Advanced Classification of Handover Decision Algorithms Received signal strength based algorithms [41]-[46] The decision outcome is primarily based on the RSS Existing approaches for using the RSS Relative RSS comparison of the serving and the target cells, either directly or with hysteresis margin Absolute RSS comparison of the serving or the target cell with absolute thresholds Combination of these approaches Speed based algorithms [47]-[50] The decision outcome is primarily based on the UE speed The HO decision is primarily taken by comparing the UE speed to absolute thresholds Speed based algorithms account for other criteria RSS, traffic type, cell load

47 Part II: Handover Decision for femtocells in LTE-Advanced Classification of Handover Decision Algorithms Cost-function based algorithms [51]-[54] Integrate a wide range of parameters within a single cost-function Multi-parameter function or weighted sum A HO is initiated when the cost-function outcome of a nearby cell exceeds over the one of the serving cell Interference-aware algorithms [55]-[59] Account for the interference at the UEs or the cells Main parameters include the cell RIP and the RSQ RSQ-based interference-aware algorithms Similar approach with the RSS comparison Cell RIP-based interference-aware algorithms Improve the SINR performance Necessitate increased signaling to exchange the RIP measurements among the cells

48 Part II: Handover Decision for femtocells in LTE-Advanced Classification of Handover Decision Algorithms Energy-efficient algorithms [60] Utilize the energy saving potential offered by the femtocell infrastructure Energy-efficient parameters include UE battery time, expected UE energy consumption per bit, mean UE transmit power Energy-efficiency and interference-awareness closely related

49 References 1. J. G. Andrews, H. Claussen, M. Dohler, S. Rangan, M. C. Reed, "Femtocells: Past, Present, and Future", IEEE J. on Sel. Areas in Comm., vol.30, no.3, pp , Apr T. Zahir, K.Arshad, A. Nakata, K. Moessner, "Interference Management in Femtocells", IEEE Comm. Surv. & Tut. vol., no.99, pp.1-19, ITU-R SG5, Invitation for Submission of Proposals for Candidate Radio Interface Technologies for the Terrestrial Components of the Radio Interface(s) for IMT-Advanced and Invitation to Participate in their Subsequent Evaluation, Circular Letter 5/LCCE/2, Mar ITU-R M.2134, Requirements Related to Technical Performance for IMT-Advanced Radio Interface(s), S. Parkvall, A. Furuska r, E. Dahlman, "Evolution of LTE toward IMT-advanced", IEEE Comm., vol.49, no.2, pp.84-91, Feb A.Ghosh, R. Ratasuk, B. Mondal, N. Mangalvedhe, T. Thomas, "LTE-advanced: next-generation wireless broadband technology", IEEE Wirel. Comm., vol.17, no.3, pp.10-22, June M. Iwamura, K. Etemad, Mo-Han Fong, R. Nory, R. Love, "Carrier aggregation framework in 3GPP LTE-advanced", IEEE Comm., vol.48, no.8, pp.60-67, Aug Q. Li, G. Li, W. Lee, M. Lee, D. Mazzarese, B. Clerckx, Z. Li, "MIMO techniques in WiMAX and LTE: a feature overview", IEEE Comm., vol.48, no.5, pp.86-92, May K. Loa, Chih-Chiang Wu, Shiann-Tsong Sheu, Yifei Yuan, M. Chion, D. Huo, Ling Xu, "IMT-advanced relay standards", IEEE Comm., vol.48, no.8, pp.40-48, Aug G. Boudreau, J. Panicker, Ning Guo, Rui Chang, Neng Wang, S. Vrzic, "Interference coordination and cancellation for 4G networks", IEEE Comm., vol.47, no.4, pp.74-81, Apr K. Zheng, B. Fan, J. Liu, Y. Lin, W. Wang, "Interference coordination for OFDM-based multihop LTE-advanced networks", IEEE Wirel. Comm., vol.18, no.1, pp.54-63, Feb V. Chandrasekhar, J. Andrews, A. Gatherer, "Femtocell networks: a survey, IEEE Comm., vol.46, no.9, pp.59-67, Sept G. de la Roche, A. Valcarce, D. Lopez-Perez, Jie Zhang, "Access control mechanisms for femtocells", IEEE Comm., vol.48, no.1, pp.33-39, Jan A. Golaup, M. Mustapha, L.B. Patanapongpibul, "Femtocell access control strategy in UMTS and LTE", IEEE Comm., vol.47, no.9, pp , Sept D. Lopez-Perez, A. Valcarce, G. de la Roche, Jie Zhang, "OFDMA femtocells: A roadmap on interference avoidance", IEEE Comm., vol.47, no.9, pp.41-48, Sept M. Yavuz, F. Meshkati, S. Nanda, A. Pokhariyal, N. Johnson, B. Raghothaman, A. Richardson, "Interference management and performance analysis of UMTS/HSPA+ femtocells", IEEE Comm., vol.47, no.9, pp , Sept

50 References 17. N. Saquib, E. Hossain, L. B. Le, and D. I. Kim, "Interference management in OFDMA femtocell networks: Issues and approaches," IEEE Wirel. Comm., vol.19, no.3, pp.86-95, June A. Bousia, A. Antonopoulos, L.Alonso and Ch. Verikoukis, "Green" Distance-Aware Base Station Sleeping Algorithm in LTE- Advanced, 2012 IEEE Internat. Conf. on Comm. (ICC), June B. Debaillie, A. Giry, M.J. Gonzalez, L. Dussopt, M. Li, D. Ferling, V. Giannini, "Opportunities for energy savings in pico/femto-cell base-stations", 2011 Future Netw. & Mob. Summit (FutureNetw), vol., no., pp.1-8, June T. Chen, Y. Yang, H. Zhang, H. Kim, K. Horneman, Network energy saving technologies for green wireless access networks, IEEE Wirel. Comm., vol.18, no.5, pp.30-38, Oct A. Conte, A. Feki, L. Chiaraviglio, D. Ciullo, M. Meo, M.A. Marsan, Cell wilting and blossoming for energy efficiency, IEEE Wireless Communications, vol.18, no.5, pp.50-57, Oct K. Zheng, Y. Wang, W. Wang, M. Dohler, J. Wang,"Energy-efficient wireless in-home: the need for interference-controlled femtocells", IEEE Wirel. Comm., vol.18, no.6, pp.36-44, Dec M. S. Kim, H. W. Je, F.A. Tobagi, "Cross-Tier Interference Mitigation for Two-Tier OFDMA Femtocell Networks with Limited Macrocell Information", 2010 IEEE Global Telecom. Conf. (GLOBECOM) 2010, pp.1-5, Dec A. Galindo-Serrano, L. Giupponi, M. Dohler, "Cognition and Docition in OFDMA-Based Femtocell Networks", 2010 IEEE Global Telecom. Conf. (GLOBECOM) 2010, pp.1-6, Dec V. Chandrasekhar, J.G. Andrews, T. Muharemovic, Z. Shen, A. Gatherer, "Power control in two-tier femtocell networks", IEEE Trans. on Wirel. Comm., vol.8, no.8, pp , Aug H. Jo, C. Mun, J. Moon, J. Yook, "Interference mitigation using uplink power control for two-tier femtocell networks", IEEE Trans. on Wirel. Comm., vol.8, no.10, pp , Oct S. Park, W. Seo, Y. Kim, S. Lim, D. Hong, "Beam Subset Selection Strategy for Interference Reduction in Two-Tier Femtocell Networks", IEEE Trans. on Wirel. Comm., vol.9, no.11, pp , Nov Y. Sun, R.P.Jover, X. Wang, "Uplink Interference Mitigation for OFDMA Femtocell Networks", IEEE Trans. on Wirel. Comm., vol.11, no.2, pp , Feb O. Simeone, E. Erkip, S. Shitz, "Robust Transmission and Interference Management For Femtocells with Unreliable Network Access", IEEE J. on Sel. Areas in Comm., vol.28, no.9, pp , Dec L. Zhou, H. Xu, H. Tian, Y. Gao, L. Du, L. Chen, "Performance Analysis of Power Saving Mechanism with Adjustable DRX Cycles in 3GPP LTE", IEEE 68th Vehic. Techn. Conf (VTC-Fall), pp.1-5, Sept C. Bontu, E. Illidge, "DRX mechanism for power saving in LTE", IEEE Comm., vol.47, no.6, pp.48-55, June J. Wigard, T. Kolding, L. Dalsgaard, C. Coletti, "On the User Performance of LTE UE Power Savings Schemes with Discontinuous Reception in LTE", 2009 IEEE Internat. Conf. on Comm. (ICC) Workshops, pp.1-5, June Y. Shen, T. Luo, M. Z. Win, "Neighboring Cell Search for LTE Systems", IEEE Trans. on Wirel. Comm., vol.11, no.3, pp , Mar

51 References 34. J. Lim, D. Hong, "Management of neighbor cell lists and physical cell identifiers in self-organizing heterogeneous networks", J. of Comm. and Nets., vol.13, no.4, pp , Aug F. Meshkati, Y. Jiang, L. Grokop, S. Nagaraja, M. Yavuz, and S. Nanda, Mobility and Femtocell Discovery in 3G UMTS Networks, Qualcomm Whitepaper, Feb F. Meshkati, Y. Jiang; L. Grokop, S. Nagaraja, M. Yavuz, and S. Nanda, "Mobility and Capacity Offload for 3G UMTS Femtocells", IEEE Global Telecom. Conf. (GLOBECOM) 2009, pp.1-7, Dec H. Lee, Y. Lin, "A cache scheme for femtocell reselection", IEEE Comm. Letters, vol.14, no.1, pp.27-29, Jan J. Ferragut, J. Mangues, "A Self-Organized Tracking Area List Mechanism for Large-Scale Networks of Femtocells", 2012 IEEE Internat. Conf. on Comm. (ICC), June Y. J. Kwon, D. Cho, "Load Based Cell Selection Algorithm for Faulted Handover in Indoor Femtocell Network", 2011 IEEE 73rd Vehic. Techn. Conf. (VTC-Spring), vol., no., pp.1-5, May Z. Fan, Y. Sun, "Access and Handover Management for Femtocell Systems", 2010 IEEE 71st Vehic. Techn. Conf. (VTC-Spring), pp.1-5, May J. Moon, D. Cho, "Efficient handoff algorithm for inbound mobility in hierarchical macro/femto cell networks", IEEE Comm. Letters, vol.13, no.10, pp , Oct J. Moon, D. Cho, "Novel Handoff Decision Algorithm in Hierarchical Macro/Femto-Cell Networks", IEEE Wirel. Comm. and Netw. Conf. (WCNC) 2010, pp.1-6, Apr P. Xu, X. Fang, R. He, Z. Xiang, "An efficient handoff algorithm based on received signal strength and wireless transmission loss in hierarchical cell networks", Telecom. Sys. J., Elsevier, pp. 1-9, Sept D. Lopez-Perez, A. Ladanyi, A. Juttner, Jie Zhang, "OFDMA Femtocells: Intracell Handover for Interference and Handover Mitigation in Two-Tier Networks", 2010 IEEE Wirel. Comm. and Netw. Conf. (WCNC), pp.1-6, Apr D. Lopez-Perez, A. Valcarce, A. Ladanyi, G. de la Roche, J. Zhang, "Intracell handover for interference and handover mitigation in OFDMA two-tier macrocell-femtocell networks", EURASIP J. on Wirel. Comm. and Netw. - SI on femtocell networks, vol. 10, no. 1, Jan B. Jeong, S. Shin, I. Jang, N. W. Sung, H. Yoon, "A Smart Handover Decision Algorithm Using Location Prediction for Hierarchical Macro/Femto-Cell Networks," 2011 IEEE Vehic. Techn. Conf. (VTC-Fall), pp.1-5, Sept A. Ulvan, R. Bestak, M. Ulvan, "Handover Scenario and Procedure in LTE-based Femtocell Networks", The 4th Internat. Conf. on Mob. Ubiq. Comput., Syst., Serv. and Technolog., pp , Oct H. Zhang, W. Ma, W. Li, W. Zheng, X. Wen, C. Jiang, "Signalling Cost Evaluation of Handover Management Schemes in LTE- Advanced Femtocell", 2011 IEEE 73rd Vehic. Techn. Conf. (VTC Spring), pp.1-5, May S. Wu, S. Lo, "Handover Scheme in LTE-based Networks with Hybrid Access Mode Femtocells", J. of Convergence Inform. Techn., vol. 6, no. 7, pp , July 2011.

52 References 50. W. Shaohong, Z. Xin, Z. Ruiming, Y. Zhiwei, F. Yinglong, Y. Dacheng, "Handover Study Concerning Mobility in the Two-Hierarchy Network", IEEE 69th Vehic. Techn. Conf. (VTC), pp.1-5, Apr H. Zhang, X. Wen, B. Wang, W. Zheng, Y. Sun, "A Novel Handover Mechanism Between Femtocell and Macrocell for LTE Based Networks", IEEE 2nd Internat. Conf. on Comm. Softw. and Nets (ICCSN), pp , Feb P. Xu, X. Fang, J. Yang, Y. Cui, "A User's State and SINR-Based Handoff Algorithm in Hierarchical Cell Networks", 2010 IEEE 6th Internat. Conf. on Wirel. Comm. Netw. and Mobile Comp. (WiCOM), pp.1-4, Sept D. Lee, G. Gil, D. Kim, "A Cost-Based Adaptive Handover Hysteresis Scheme to Minimize the Handover Failure Rate in 3GPP LTE System", EURASIP J. on Wirel. Comm. and Netw., vol. 2010, no. 6, Feb K. S. B. Reguiga, F. Mhiri, R. Bouallegue, "Handoff Management in Green Femtocell Network", Internat. J. of Comp. Apps., vol. 27, no. 4, pp. 1-7, Aug D. Xenakis, N. Passas, and C. Verikoukis, "A Novel Handover Decision Policy for Reducing Power Transmissions in the two-tier LTE network", 2012 IEEE Internat. Comm. Conf. (ICC), pp , June G. Yang, X. Wang, X. Chen, "Handover control for LTE femtocell networks," 2011 IEEE Internat. Conf. on Electronics, Comm. and Control (ICECC), vol., no., pp , Sept M. Z. Chowdhury, W. Ryu, E. Rhee, Y. M. Jang, "Handover between macrocell and femtocell for UMTS based networks," IEEE 11th Internat. Conf. on Advanced Comm. Techn. (ICACT) 2009, vol.01, no., pp , Feb J. Kim, T. Lee, "Handover in UMTS networks with hybrid access femtocells," IEEE 12th Internat. Conf. on Advanced Comm. Techn. (ICACT) 2010, vol.1, no., pp , Feb Z. Becvar, P.Mach, "Adaptive Hysteresis Margin for Handover in Femtocell Networks", IEEE 6th Internat. Conf. on Wirel. and Mobile Comm., pp , Sept D. Xenakis, N. Passas, C. Verikoukis, "An energy-centric handover decision algorithm for the integrated LTE macrocell femtocell network", Comp. Comm., Elsevier, A. Rath and S. S. Panwar, "Fast Handover in Cellular Networks with Femtocells," 2012 IEEE Internat. Comm. Conf. (ICC), June H. S. Dhillon, R. K. Ganti, F. Baccelli, J. G. Andrews, "Modeling and Analysis of K-Tier Downlink Heterogeneous Cellular Networks," IEEE J. on Sel. Areas in Comm., vol.30, no.3, pp , Apr Y. Kim, S. Lee, D. Hong, "Performance Analysis of Two-Tier Femtocell Networks with Outage Constraints", IEEE Trans. on Wirel. Comm., vol.9, no.9, pp , Sept V. Chandrasekhar, J.Andrews, "Uplink capacity and interference avoidance for two-tier femtocell networks," IEEE Trans. on Wirel. Comm., vol.8, no.7, pp , July U. Narayanan, Jiang Xie, "Signaling Cost Analysis of Handoffs in a Mixed IPv4/IPv6 Mobile Environment", IEEE Global Telecom. Conf. (GLOBECOM) 2007, pp , Nov

53 References 66. S. Oh, H. Kim, B. Ryu, N. Park, "Inbound Mobility Management on LTE-Advanced Femtocell Topology Using X2 Interface", th Internat. Conf. on Comp. Comm. and Nets. (ICCCN), pp.1-5, Aug H. Zhang, W. Zheng, X. Wen, C. Jiang, "Signalling Overhead Evaluation of HeNB Mobility Enhanced Schemes in 3GPP LTE- Advanced", 2011 IEEE 73rd Vehic. Techn. Conf. (VTC-Spring), pp.1-5, May L. Wang, Y. Zhang, Z. Wei, "Mobility Management Schemes at Radio Network Layer for LTE Femtocells", 2009 IEEE 69th Vehic. Techn. Conf. (VTC-Spring), vol., no., pp.1-5, Apr S. Pack, T. Kwon, Y. Choi, "A mobility-based load control scheme at mobility anchor point in hierarchical mobile IPv6 networks", IEEE Global Telecom. Conf. (GLOBECOM) 2004, pp , Dec S.-T. Cheng, J.-L. Lin, "IPv6-based dynamic coordinated call admission control mechanism over integrated wireless networks", IEEE J. on Sel. Areas in Comm., vol.23, no.11, pp , Nov Q. Huang, Y.-C. Huang, K.-T. Ko, V.B. Iversen, "Loss Performance Modeling for Hierarchical Heterogeneous Wireless Networks With Speed-Sensitive Call Admission Control", IEEE Trans. on Vehic. Techn., vol.60, no.5, pp , Jun D. T. Ngo, L. B. Le, T. Le-Ngoc, E. Hossain, D. I. Kim, "Distributed Interference Management in Two-Tier CDMA Femtocell Networks", IEEE Trans. on Wirel. Comm., vol.11, no.3, pp , Mar L. B. Le, D. T. Hoang, D. Niyato, E. Hossain, D. I. Kim, "Joint Load Balancing and Admission Control in OFDMA-Based Femtocell Networks", 2012 IEEE Internat. Comm. Conf. (ICC), June J. Zhang, G. de la Roche, Femtocells: technologies and deployment, John Wiley & Sons Ltd, ISBN , H. Kwak, P. Lee, Y. Kim, N. Saxena, and J. Shin, "Mobility Management Survey for Home-eNB Based 3GPP LTE Systems", J. of Inform. Process. Sys., Vol.4, No.4, Dec Y. Li, A. Maeder, L. Fan, A. Nigam, J. Chou, "Overview of femtocell support in advanced WiMAX systems", IEEE Comm., vol.49, no.7, pp , July R. Y. Kim, I. Jung, X. Yang, C. Chou, "Advanced handover schemes in IMT-advanced systems [WiMAX/LTE Update]", IEEE Comm., vol.48, no.8, pp.78-85, Aug S. K. Ray, K. Pawlikowski, H. Sirisena, "Handover in Mobile WiMAX Networks: The State of Art and Research Issues", IEEE Comm. Surv. & Tut., vol.12, no.3, pp , Third Quarter B. V. Quang, R. V. Prasad, I. Niemegeers, "A Survey on Handoffs Lessons for 60 GHz Based Wirel. Systems", IEEE Comm. Surv. & Tut., vol.14, no.1, pp.64-86, First Quarter S. Fernandes, A. Karmouch, "Vertical Mobility Management Architectures in Wirel. Networks: A Comprehensive Survey and Future Directions," IEEE Comm. Surv. & Tut., vol.14, no.1, pp.45-63, First Quarter P. Makris, D. Skoutas, C.Skianis, "A Survey on Context-Aware Mobile and Wireless Networking: On Networking and Computing Environments' Integration," IEEE Comm. Surv. & Tut., vol., no.99, pp.1-25, 2012.

54 References 82. M. Kassar, B. Kervella, G. Pujolle, "An overview of vertical handover decision strategies in heterogeneous wireless networks", Comp. Comm., Elsevier, vol. 31, no. 10, pp , Jan X. Yan, Y. A. Şekercioğlu, S. Narayanan, "A survey of vertical handover decision algorithms in Fourth Generation heterogeneous wireless networks", Comp. Networks, Elsevier, col. 54, no. 11, pp , Aug GPP, E-UTRA and E-UTRAN Overall Description, TS V10.7.0, Mar GPP, X2 general aspects and principles, TS V10.2.0, Sept GPP, X2 application protocol (X2AP), TS V10.5.0, Mar GPP, S1 general aspects and principles, TS V10.2.0, Sept GPP, S1 application protocol (S1AP), TS V10.5.0, Mar GPP, Physical Channels and Modulation, TS V10.4.0, Dec GPP, "Physical layer; Measurements", TS V10.1.0, Mar GPP, Radio Resource Control (RRC); Protocol specification, TS V10.5.0, Mar X. Zhang, D. Zhou, Z. Xiao, E. Liu, J. Zhang, A. A. Glasunov, "Dynamic Group PCI Assignment Scheme", The 7th Internat. Conf. on Wirel. and Mobile Comm., pp , June Y. Liu, W. Li, H. Zhang, W. Lu, "Graph based automatic centralized PCI assignment in LTE", 2010 IEEE Symp. on Comp.s and Comm. (ISCC), vol., no., pp , June S. Kwon, N. Lee, "Virtual extension of cell IDs in a femtocell environment", 2011 IEEE Wirel. Comm. and Netw. Conf. (WCNC), vol., no., pp , Mar Y. Liu, W. Li, H. Zhang, L. Yu, "Distributed PCI Assignment in LTE Based on Consultation Mechanism", th Internat. Conf. on Wirel. Comm. Netw. and Mobile Comp. (WiCOM), vol., no., pp.1-4, Sept T. Wu, L. Rui, A. Xiong, S. Guo, "An Automation PCI Allocation Method for enodeb and Home enodeb Cell", th Internat. Conf. on Wirel. Comm. Netw. and Mobile Comp. (WiCOM), vol., no., pp.1-4, Sept J. Lim, D. Hong, "Management of neighbor cell lists and physical cell identifiers in self-organizing heterogeneous networks", J. of Comm. and Networks, vol.13, no.4, pp , Aug H. Kallin, J. Moe, "Method for automatically selecting a physical cell identity (PCI) of a long term evolution (LTE) radio cell", U.S. Patent, Pub. No. US 2010/ A1, Dec L. Zhou, H. Xu, H. Tian, Y. Gao, L. Du, L. Chen, "Performance Analysis of Power Saving Mechanism with Adjustable DRX Cycles in 3GPP LTE", 2008 IEEE 68th Vehic. Techn. Conf. (VTC-Fall), vol., no., pp.1-5, Sept C. Bontu, E. Illidge, "DRX mechanism for power saving in LTE", IEEE Comm., vol.47, no.6, pp.48-55, June 2009.

55 References 101. J. Wigard, T. Kolding, L. Dalsgaard, C. Coletti, "On the User Performance of LTE UE Power Savings Schemes with Discontinuous Reception in LTE", 2009 IEEE Internat. Conf. on Comm. (ICC) Workshops, vol., no., pp.1-5, June S. Sesia, I. Toufik, M. Baker, LTE The UMTS Long Term Evolution: From Theory to Practice, John Wiley & Sons, ISBN: , O. Tipmongkolsilp, S. Zaghloul, A. Jukan, "The Evolution of Cellular Backhaul Technologies: Current Issues and Future Trends", IEEE Comm. Surv. & Tut., vol.13, no.1, pp , First Quarter A. Attar, L. Haoming, V.C.M. Leung, "Green last mile: how fiber-connected massively distributed antenna systems can save energy", IEEE Wirel. Comm., vol.18, no.5, pp.66-74, Oct N. Ghazisaidi, M. Maier, "Fiber-wireless (FiWi) access networks: Challenges and opportunities", IEEE Network, vol.25, no.1, pp.36-42, Feb C. Lim, A. Nirmalathas, M. Bakaul, P. Gamage, K. Lee, Y. Yang, D.Novak, R. Waterhouse, "Fiber-Wirel. Networks and Subsystem Technologies", J. of Lightwave Techn., vol.28, no.4, pp , Feb GPP, Requirements for support of radio resource management", TS V10.6.0, Mar K. I. Itoh, S. Watanabe, J.-S. Shih, T. Sato, "Performance of handoff algorithm based on distance and RSSI measurements", IEEE Trans. on Vehic. Techn., vol.51, no.6, pp , Nov A. Ulvan, M. Ulvan, and R. Bestak, The Enhancement of Handover Strategy by Mobility Prediction in Broadband Wirel. Access, Netw. and Electronic Commerce Research Conf. (NAEC) 2009, TX: American Telecom. Sys. Mgmt. Assoc. Inc., pp , ISBN Small Cell Forum, Interference Management in OFDMA Femtocells, Small Cell Forum, Mar M. Haenggi, J.G. Andrews, F. Baccelli, O. Dousse, M. Franceschetti, "Stochastic geometry and random graphs for the analysis and design of wireless networks", IEEE J. on Sel. Areas in Comm., vol.27, no.7, pp , Sept M. Haenggi and R. K. Ganti, Interference in large wireless networks, Found. Trends Netw., vol. 3, no. 2, pp , F. Baccelli and B. Błaszczyszyn, Stochastic Geometry and Wireless Networks, Found. Trends Netw., Vol. 3: No 3-4, pp , S. Weber and J. Andrews, Transmission capacity of wireless networks, Found. Trends Netw., vol. 5, no. 2-3, pp , Y. Kim, S. Lee, D. Hong, "Performance Analysis of Two-Tier Femtocell Networks with Outage Constraints," IEEE Trans. on Wirel. Comm., vol.9, no.9, pp , Sept

56 References 116. N. Chakchouk, B. Hamdaoui, "Uplink Performance Characterization and Analysis of Two-Tier Femtocell Networks", IEEE Trans. on Vehic. Techn., vol.61, no.9, pp , Nov Z. Gong, M. Haenggi, "Mobility and Fading: Two Sides of the Same Coin2010 IEEE Global Telecom. Conf., pp.1-5, Dec Z. Gong and M. Haenggi, Interference and Outage in Mobile Random Networks: Expectation, Distribution, and Correlation, IEEE Trans. on Mob. Comp., 2013, accepted Informa Telecoms & Media, "Small Cell Market Status", Small Cell Forum, Feb D. Xenakis, N. Passas, L. Merakos, and C. Verikoukis, "Energy-Efficient and Interference-Aware Handover Decision for the LTE-Advanced Femtocell Network", IEEE International Communications Conference (IEEE ICC) 2013, accepted D. Xenakis, N. Passas, L. Merakos, C. Verikoukis, Mobility Management for Femtocells in LTE-Advanced: Key Aspects and Survey of Handover Decision Algorithms, IEEE Communication Surveys and Tutorials, accepted.

57 Thanks for your kind attention! Questions? Dionysis Xenakis, candidate PhD

58 Disclaimer All opinions expressed in this document are those of the author(s) individually and are not reflective or indicative of the opinions and positions of the authors' employers. No information published in this document constitutes or should be construed as constituting an offer to sell any products or services, or an offer or a solicitation of an offer to purchase or sell any products or services. No information published in this document constitutes or should be construed as rendering a description or indication of any feature characteristic of any existing or planned product. The technology described in this document is or could be under development and is being presented solely for the purpose of soliciting feedback, without warranty of any kind, express or implied, including but not limited to the warranties of merchantability, fitness for a particular purpose and noninfringement. In no event shall the authors be liable for any claim, damages or other liability, whether in an action of contract, tort or otherwise, arising from, out of or in connection with this document or the use or other dealings with this document. This document may contain trade secrets or privileged, undisclosed or otherwise confidential information. If you have received this document in error, you are hereby notified that any review, copying or distribution of it may violate existing law and be prosecuted. Please inform us immediately and destroy the original transmittal. Thank you for your cooperation.

ΕΥΡΥΖΩΝΙΚΕΣ ΤΕΧΝΟΛΟΓΙΕΣ

ΕΥΡΥΖΩΝΙΚΕΣ ΤΕΧΝΟΛΟΓΙΕΣ ΕΥΡΥΖΩΝΙΚΕΣ ΤΕΧΝΟΛΟΓΙΕΣ Ενότητα # 11: Κινητά Δίκτυα Επόμενης Γενιάς (Μέρος 1) Καθηγητής Χρήστος Ι. Μπούρας Τμήμα Μηχανικών Η/Υ & Πληροφορικής, Πανεπιστήμιο Πατρών email: bouras@cti.gr, site: http://ru6.cti.gr/ru6/bouras

Διαβάστε περισσότερα

Mobility Management for Femtocells in LTE-Advanced: Key Aspects and Survey of Handover Decision Algorithms

Mobility Management for Femtocells in LTE-Advanced: Key Aspects and Survey of Handover Decision Algorithms Mobility Management for Femtocells in LTE-Advanced: Key Aspects and Survey of Handover Decision Algorithms Dionysis Xenakis, Candidate PhD Department of Informatics and Telecommunications, University of

Διαβάστε περισσότερα

Classification and Comparison of Energy-Efficient Routing Algorithms in Wireless Networks

Classification and Comparison of Energy-Efficient Routing Algorithms in Wireless Networks University of Macedonia Master in Information Systems Computer Networks Professor: A. A. Economides Classification and Comparison of Energy-Efficient Routing Algorithms in Wireless Networks Zinovia I.

Διαβάστε περισσότερα

Instruction Execution Times

Instruction Execution Times 1 C Execution Times InThisAppendix... Introduction DL330 Execution Times DL330P Execution Times DL340 Execution Times C-2 Execution Times Introduction Data Registers This appendix contains several tables

Διαβάστε περισσότερα

the total number of electrons passing through the lamp.

the total number of electrons passing through the lamp. 1. A 12 V 36 W lamp is lit to normal brightness using a 12 V car battery of negligible internal resistance. The lamp is switched on for one hour (3600 s). For the time of 1 hour, calculate (i) the energy

Διαβάστε περισσότερα

ΕΠΛ 476: ΚΙΝΗΤΑ ΔΙΚΤΥΑ ΥΠΟΛΟΓΙΣΤΩΝ

ΕΠΛ 476: ΚΙΝΗΤΑ ΔΙΚΤΥΑ ΥΠΟΛΟΓΙΣΤΩΝ ΕΠΛ 476: ΚΙΝΗΤΑ ΔΙΚΤΥΑ ΥΠΟΛΟΓΙΣΤΩΝ Δρ. Χριστόφορος Χριστοφόρου Πανεπιστήμιο Κύπρου - Τμήμα Πληροφορικής Περιγραφή Μαθήματος, Συμβόλαιο Γενικά 1 Στόχοι Μαθήματος: Nα γίνει μια εισαγωγή σε ασύρματα και κινητά

Διαβάστε περισσότερα

ENDECON ΘΑΛΗΣ 3/10/2012. Εναρκτήρια συνάντηση, Πάτρα 0. Cross-layer design of wireless communication networks with energy-optimum consumption

ENDECON ΘΑΛΗΣ 3/10/2012. Εναρκτήρια συνάντηση, Πάτρα 0. Cross-layer design of wireless communication networks with energy-optimum consumption ENDECON Εναρκτήρια συνάντηση, Πάτρα 0 Γενική π αρουσίαση του WP2 Cross-layer design of wireless communication networks with energy-optimum consumption Παρουσίαση : Κ. Μ π ερμ π ερίδης 1 ENDECON : WP2 WP2:

Διαβάστε περισσότερα

ΕΠΛ 476: ΚΙΝΗΤΑ ΔΙΚΤΥΑ ΥΠΟΛΟΓΙΣΤΩΝ

ΕΠΛ 476: ΚΙΝΗΤΑ ΔΙΚΤΥΑ ΥΠΟΛΟΓΙΣΤΩΝ ΕΠΛ 476: ΚΙΝΗΤΑ ΔΙΚΤΥΑ ΥΠΟΛΟΓΙΣΤΩΝ Δρ. Χριστόφορος Χριστοφόρου Πανεπιστήμιο Κύπρου - Τμήμα Πληροφορικής Περιγραφή Μαθήματος, Συμβόλαιο Γενικά 1 Στόχοι Μαθήματος: Nα γίνει μια εισαγωγή σε ασύρματα και κινητά

Διαβάστε περισσότερα

ΕΘΝΙΚΟ ΜΕΤΣΟΒΙΟ ΠΟΛΥΤΕΧΝΕΙΟ ΣΧΟΛΗ ΗΛΕΚΤΡΟΛΟΓΩΝ ΜΗΧΑΝΙΚΩΝ ΚΑΙ ΜΗΧΑΝΙΚΩΝ ΥΠΟΛΟΓΙΣΤΩΝ ΤΟΜΕΑΣ ΗΛΕΚΤΡΙΚΗΣ ΙΣΧΥΟΣ

ΕΘΝΙΚΟ ΜΕΤΣΟΒΙΟ ΠΟΛΥΤΕΧΝΕΙΟ ΣΧΟΛΗ ΗΛΕΚΤΡΟΛΟΓΩΝ ΜΗΧΑΝΙΚΩΝ ΚΑΙ ΜΗΧΑΝΙΚΩΝ ΥΠΟΛΟΓΙΣΤΩΝ ΤΟΜΕΑΣ ΗΛΕΚΤΡΙΚΗΣ ΙΣΧΥΟΣ ΕΘΝΙΚΟ ΜΕΤΣΟΒΙΟ ΠΟΛΥΤΕΧΝΕΙΟ ΣΧΟΛΗ ΗΛΕΚΤΡΟΛΟΓΩΝ ΜΗΧΑΝΙΚΩΝ ΚΑΙ ΜΗΧΑΝΙΚΩΝ ΥΠΟΛΟΓΙΣΤΩΝ ΤΟΜΕΑΣ ΗΛΕΚΤΡΙΚΗΣ ΙΣΧΥΟΣ Προοπτικές Εναρμόνισης της Ελληνικής Αγοράς Ηλεκτρικής Ενέργειας με τις Προδιαγραφές του Μοντέλου

Διαβάστε περισσότερα

Test Data Management in Practice

Test Data Management in Practice Problems, Concepts, and the Swisscom Test Data Organizer Do you have issues with your legal and compliance department because test environments contain sensitive data outsourcing partners must not see?

Διαβάστε περισσότερα

ΜΕΤΑΠΤΥΧΙΑΚΟ ΠΡΟΓΡΑΜΜΑ ΣΠΟΥΔΩΝ

ΜΕΤΑΠΤΥΧΙΑΚΟ ΠΡΟΓΡΑΜΜΑ ΣΠΟΥΔΩΝ ΜΕΤΑΠΤΥΧΙΑΚΟ ΠΡΟΓΡΑΜΜΑ ΣΠΟΥΔΩΝ Master of science in Networking and Data Communications Ακαδημαϊκό Έτος 2013-2014 Συνδιοργάνωση Το ΤΕΙ Πειραιά και το πανεπιστήμιο Kingston της Μεγάλης Βρετανίας συνδιοργανώνουν

Διαβάστε περισσότερα

ΕΘΝΙΚΟ ΜΕΤΣΟΒΙΟ ΠΟΛΥΤΕΧΝΕΙΟ. Υπηρεσίες ιαχείρισης, Ελέγχου και Προώθησης εδοµένων σε Περιβάλλοντα Εικονικής ικτύωσης Οριζόµενης από Λογισµικό (SDN)

ΕΘΝΙΚΟ ΜΕΤΣΟΒΙΟ ΠΟΛΥΤΕΧΝΕΙΟ. Υπηρεσίες ιαχείρισης, Ελέγχου και Προώθησης εδοµένων σε Περιβάλλοντα Εικονικής ικτύωσης Οριζόµενης από Λογισµικό (SDN) ΕΘΝΙΚΟ ΜΕΤΣΟΒΙΟ ΠΟΛΥΤΕΧΝΕΙΟ ΣΧΟΛΗ ΗΛΕΚΤΡΟΛΟΓΩΝ ΜΗΧΑΝΙΚΩΝ ΚΑΙ ΜΗΧΑΝΙΚΩΝ ΥΠΟΛΟΓΙΣΤΩΝ ΤΟΜΕΑΣ ΕΠΙΚΟΙΝΩΝΙΩΝ, ΗΛΕΚΤΡΟΝΙΚΗΣ ΚΑΙ ΣΥΣΤΗΜΑΤΩΝ ΠΛΗΡΟΦΟΡΙΚΗΣ Υπηρεσίες ιαχείρισης, Ελέγχου και Προώθησης εδοµένων σε

Διαβάστε περισσότερα

ΤΕΧΝΟΛΟΓΙΚΟ ΠΑΝΕΠΙΣΤΗΜΙΟ ΚΥΠΡΟΥ ΣΧΟΛΗ ΓΕΩΤΕΧΝΙΚΩΝ ΕΠΙΣΤΗΜΩΝ ΚΑΙ ΔΙΑΧΕΙΡΗΣΗΣ ΠΕΡΙΒΑΛΛΟΝΤΟΣ. Πτυχιακή εργασία ΑΝΑΠΤΥΞΗ ΔΕΙΚΤΩΝ ΠΟΙΟΤΗΤΑΣ ΕΔΑΦΟΥΣ

ΤΕΧΝΟΛΟΓΙΚΟ ΠΑΝΕΠΙΣΤΗΜΙΟ ΚΥΠΡΟΥ ΣΧΟΛΗ ΓΕΩΤΕΧΝΙΚΩΝ ΕΠΙΣΤΗΜΩΝ ΚΑΙ ΔΙΑΧΕΙΡΗΣΗΣ ΠΕΡΙΒΑΛΛΟΝΤΟΣ. Πτυχιακή εργασία ΑΝΑΠΤΥΞΗ ΔΕΙΚΤΩΝ ΠΟΙΟΤΗΤΑΣ ΕΔΑΦΟΥΣ ΤΕΧΝΟΛΟΓΙΚΟ ΠΑΝΕΠΙΣΤΗΜΙΟ ΚΥΠΡΟΥ ΣΧΟΛΗ ΓΕΩΤΕΧΝΙΚΩΝ ΕΠΙΣΤΗΜΩΝ ΚΑΙ ΔΙΑΧΕΙΡΗΣΗΣ ΠΕΡΙΒΑΛΛΟΝΤΟΣ Πτυχιακή εργασία ΑΝΑΠΤΥΞΗ ΔΕΙΚΤΩΝ ΠΟΙΟΤΗΤΑΣ ΕΔΑΦΟΥΣ [Μαρία Μαρκουλλή] Λεμεσός 2015 ΤΕΧΝΟΛΟΓΙΚΟ ΠΑΝΕΠΙΣΤΗΜΙΟ ΚΥΠΡΟΥ

Διαβάστε περισσότερα

Εργαστήριο Ανάπτυξης Εφαρμογών Βάσεων Δεδομένων. Εξάμηνο 7 ο

Εργαστήριο Ανάπτυξης Εφαρμογών Βάσεων Δεδομένων. Εξάμηνο 7 ο Εργαστήριο Ανάπτυξης Εφαρμογών Βάσεων Δεδομένων Εξάμηνο 7 ο Procedures and Functions Stored procedures and functions are named blocks of code that enable you to group and organize a series of SQL and PL/SQL

Διαβάστε περισσότερα

Context-aware και mhealth

Context-aware και mhealth ΕΘΝΙΚΟ ΜΕΤΣΟΒΙΟ ΠΟΛΥΤΕΧΝΕΙΟ ΣΧΟΛΗ ΗΛΕΚΤΡΟΛΟΓΩΝ ΜΗΧΑΝΙΚΩΝ ΚΑΙ ΜΗΧΑΝΙΚΩΝ ΥΠΟΛΟΓΙΣΤΩΝ ΤΟΜΕΑΣ ΣΥΣΤΗΜΑΤΩΝ ΜΕΤΑΔΟΣΗΣ ΠΛΗΡΟΦΟΡΙΑΣ ΚΑΙ ΤΕΧΝΟΛΟΓΙΑΣ ΥΛΙΚΩΝ Context-aware και mhealth ΔΙΠΛΩΜΑΤΙΚΗ ΕΡΓΑΣΙΑ Του Κουβαρά

Διαβάστε περισσότερα

Assalamu `alaikum wr. wb.

Assalamu `alaikum wr. wb. LUMP SUM Assalamu `alaikum wr. wb. LUMP SUM Wassalamu alaikum wr. wb. Assalamu `alaikum wr. wb. LUMP SUM Wassalamu alaikum wr. wb. LUMP SUM Lump sum lump sum lump sum. lump sum fixed price lump sum lump

Διαβάστε περισσότερα

Μειέηε, θαηαζθεπή θαη πξνζνκνίσζε ηεο ιεηηνπξγίαο κηθξήο αλεκνγελλήηξηαο αμνληθήο ξνήο ΓΗΠΛΩΜΑΣΗΚΖ ΔΡΓΑΗΑ

Μειέηε, θαηαζθεπή θαη πξνζνκνίσζε ηεο ιεηηνπξγίαο κηθξήο αλεκνγελλήηξηαο αμνληθήο ξνήο ΓΗΠΛΩΜΑΣΗΚΖ ΔΡΓΑΗΑ Μειέηε, θαηαζθεπή θαη πξνζνκνίσζε ηεο ιεηηνπξγίαο κηθξήο αλεκνγελλήηξηαο αμνληθήο ξνήο ΓΗΠΛΩΜΑΣΗΚΖ ΔΡΓΑΗΑ Κνηζακπφπνπινο Υ. Παλαγηψηεο Δπηβιέπσλ: Νηθφιανο Υαηδεαξγπξίνπ Καζεγεηήο Δ.Μ.Π Αζήλα, Μάξηηνο 2010

Διαβάστε περισσότερα

A Method for Creating Shortcut Links by Considering Popularity of Contents in Structured P2P Networks

A Method for Creating Shortcut Links by Considering Popularity of Contents in Structured P2P Networks P2P 1,a) 1 1 1 P2P P2P P2P P2P A Method for Creating Shortcut Links by Considering Popularity of Contents in Structured P2P Networks NARISHIGE Yuki 1,a) ABE Kota 1 ISHIBASHI Hayato 1 MATSUURA Toshio 1

Διαβάστε περισσότερα

Μειέηε θαη αλάιπζε επίδνζεο πξσηνθόιισλ δξνκνιόγεζεο ζε θηλεηά ad hoc δίθηπα κε βάζε ελεξγεηαθά θξηηήξηα ΓΗΠΛΩΜΑΣΗΚΖ ΔΡΓΑΗΑ

Μειέηε θαη αλάιπζε επίδνζεο πξσηνθόιισλ δξνκνιόγεζεο ζε θηλεηά ad hoc δίθηπα κε βάζε ελεξγεηαθά θξηηήξηα ΓΗΠΛΩΜΑΣΗΚΖ ΔΡΓΑΗΑ ΔΘΝΗΚΟ ΜΔΣΟΒΗΟ ΠΟΛΤΣΔΥΝΔΗΟ ΥΟΛΖ ΖΛΔΚΣΡΟΛΟΓΩΝ ΜΖΥΑΝΗΚΩΝ ΚΑΗ ΜΖΥΑΝΗΚΩΝ ΤΠΟΛΟΓΗΣΩΝ ΣΟΜΔΑ ΤΣΖΜΑΣΩΝ ΜΔΣΑΓΟΖ ΠΛΖΡΟΦΟΡΗΑ ΚΑΗ ΣΔΥΝΟΛΟΓΗΑ ΤΛΗΚΩΝ Μειέηε θαη αλάιπζε επίδνζεο πξσηνθόιισλ δξνκνιόγεζεο ζε θηλεηά ad

Διαβάστε περισσότερα

Math 6 SL Probability Distributions Practice Test Mark Scheme

Math 6 SL Probability Distributions Practice Test Mark Scheme Math 6 SL Probability Distributions Practice Test Mark Scheme. (a) Note: Award A for vertical line to right of mean, A for shading to right of their vertical line. AA N (b) evidence of recognizing symmetry

Διαβάστε περισσότερα

Δίκτυα Επικοινωνιών ΙΙ: OSPF Configuration

Δίκτυα Επικοινωνιών ΙΙ: OSPF Configuration Δίκτυα Επικοινωνιών ΙΙ: OSPF Configuration Δρ. Απόστολος Γκάμας Διδάσκων 407/80 gkamas@uop.gr Δίκτυα Επικοινωνιών ΙΙ Διαφάνεια 1 1 Dynamic Routing Configuration Router (config) # router protocol [ keyword

Διαβάστε περισσότερα

ER-Tree (Extended R*-Tree)

ER-Tree (Extended R*-Tree) 1-9825/22/13(4)768-6 22 Journal of Software Vol13, No4 1, 1, 2, 1 1, 1 (, 2327) 2 (, 3127) E-mail xhzhou@ustceducn,,,,,,, 1, TP311 A,,,, Elias s Rivest,Cleary Arya Mount [1] O(2 d ) Arya Mount [1] Friedman,Bentley

Διαβάστε περισσότερα

Creative TEchnology Provider

Creative TEchnology Provider 1 Oil pplication Capacitors are intended for the improvement of Power Factor in low voltage power networks. Used advanced technology consists of metallized PP film with extremely low loss factor and dielectric

Διαβάστε περισσότερα

ΕΙΣΑΓΩΓΗ ΣΤΗ ΣΤΑΤΙΣΤΙΚΗ ΑΝΑΛΥΣΗ

ΕΙΣΑΓΩΓΗ ΣΤΗ ΣΤΑΤΙΣΤΙΚΗ ΑΝΑΛΥΣΗ ΕΙΣΑΓΩΓΗ ΣΤΗ ΣΤΑΤΙΣΤΙΚΗ ΑΝΑΛΥΣΗ ΕΛΕΝΑ ΦΛΟΚΑ Επίκουρος Καθηγήτρια Τµήµα Φυσικής, Τοµέας Φυσικής Περιβάλλοντος- Μετεωρολογίας ΓΕΝΙΚΟΙ ΟΡΙΣΜΟΙ Πληθυσµός Σύνολο ατόµων ή αντικειµένων στα οποία αναφέρονται

Διαβάστε περισσότερα

Εκτεταμένη περίληψη Περίληψη

Εκτεταμένη περίληψη Περίληψη PENED Final Report In the frame of PENED program the research that has been conducted as part of the Hybrid Libraries Project had as an outcome the design of a complex software architecture for mobile

Διαβάστε περισσότερα

Thesis presentation. Turo Brunou

Thesis presentation. Turo Brunou Thesis presentation Turo Brunou 11.8.2008 Topic System Dynamics Model of Handset Bundling Business. Goal to examine the effect of handset bundling on mobile diffusion and data usage Structure Intro Industry

Διαβάστε περισσότερα

Main source: "Discrete-time systems and computer control" by Α. ΣΚΟΔΡΑΣ ΨΗΦΙΑΚΟΣ ΕΛΕΓΧΟΣ ΔΙΑΛΕΞΗ 4 ΔΙΑΦΑΝΕΙΑ 1

Main source: Discrete-time systems and computer control by Α. ΣΚΟΔΡΑΣ ΨΗΦΙΑΚΟΣ ΕΛΕΓΧΟΣ ΔΙΑΛΕΞΗ 4 ΔΙΑΦΑΝΕΙΑ 1 Main source: "Discrete-time systems and computer control" by Α. ΣΚΟΔΡΑΣ ΨΗΦΙΑΚΟΣ ΕΛΕΓΧΟΣ ΔΙΑΛΕΞΗ 4 ΔΙΑΦΑΝΕΙΑ 1 A Brief History of Sampling Research 1915 - Edmund Taylor Whittaker (1873-1956) devised a

Διαβάστε περισσότερα

Πανεπιστήμιο Πειραιώς Τμήμα Πληροφορικής Πρόγραμμα Μεταπτυχιακών Σπουδών «Πληροφορική»

Πανεπιστήμιο Πειραιώς Τμήμα Πληροφορικής Πρόγραμμα Μεταπτυχιακών Σπουδών «Πληροφορική» Πανεπιστήμιο Πειραιώς Τμήμα Πληροφορικής Πρόγραμμα Μεταπτυχιακών Σπουδών «Πληροφορική» Μεταπτυχιακή Διατριβή Τίτλος Διατριβής Επίκαιρα Θέματα Ηλεκτρονικής Διακυβέρνησης Ονοματεπώνυμο Φοιτητή Σταμάτιος

Διαβάστε περισσότερα

Component and System-Level Energy Saving for femtocells in Future Mobile Heterogeneous Networks

Component and System-Level Energy Saving for femtocells in Future Mobile Heterogeneous Networks Component and System-Level Energy Saving for femtocells in Future Mobile Heterogeneous Networks Dionysis Xenakis, Candidate PhD Department of Informatics and Telecommunications, University of Athens {nio@di.uoa.gr}

Διαβάστε περισσότερα

[1] P Q. Fig. 3.1

[1] P Q. Fig. 3.1 1 (a) Define resistance....... [1] (b) The smallest conductor within a computer processing chip can be represented as a rectangular block that is one atom high, four atoms wide and twenty atoms long. One

Διαβάστε περισσότερα

Other Test Constructions: Likelihood Ratio & Bayes Tests

Other Test Constructions: Likelihood Ratio & Bayes Tests Other Test Constructions: Likelihood Ratio & Bayes Tests Side-Note: So far we have seen a few approaches for creating tests such as Neyman-Pearson Lemma ( most powerful tests of H 0 : θ = θ 0 vs H 1 :

Διαβάστε περισσότερα

Démographie spatiale/spatial Demography

Démographie spatiale/spatial Demography ΠΑΝΕΠΙΣΤΗΜΙΟ ΘΕΣΣΑΛΙΑΣ Démographie spatiale/spatial Demography Session 1: Introduction to spatial demography Basic concepts Michail Agorastakis Department of Planning & Regional Development Άδειες Χρήσης

Διαβάστε περισσότερα

Bring Your Own Device (BYOD) Legal Challenges of the new Business Trend MINA ZOULOVITS LAWYER, PARNTER FILOTHEIDIS & PARTNERS LAW FIRM

Bring Your Own Device (BYOD) Legal Challenges of the new Business Trend MINA ZOULOVITS LAWYER, PARNTER FILOTHEIDIS & PARTNERS LAW FIRM Bring Your Own Device (BYOD) Legal Challenges of the new Business Trend MINA ZOULOVITS LAWYER, PARNTER FILOTHEIDIS & PARTNERS LAW FIRM minazoulovits@phrlaw.gr What is BYOD? Information Commissioner's Office

Διαβάστε περισσότερα

Γιπλυμαηική Δπγαζία. «Ανθπυποκενηπικόρ ζσεδιαζμόρ γέθςπαρ πλοίος» Φοςζιάνηρ Αθανάζιορ. Δπιβλέπυν Καθηγηηήρ: Νηθφιανο Π. Βεληίθνο

Γιπλυμαηική Δπγαζία. «Ανθπυποκενηπικόρ ζσεδιαζμόρ γέθςπαρ πλοίος» Φοςζιάνηρ Αθανάζιορ. Δπιβλέπυν Καθηγηηήρ: Νηθφιανο Π. Βεληίθνο ΔΘΝΙΚΟ ΜΔΣΟΒΙΟ ΠΟΛΤΣΔΥΝΔΙΟ ΥΟΛΗ ΝΑΤΠΗΓΩΝ ΜΗΥΑΝΟΛΟΓΩΝ ΜΗΥΑΝΙΚΩΝ Γιπλυμαηική Δπγαζία «Ανθπυποκενηπικόρ ζσεδιαζμόρ γέθςπαρ πλοίος» Φοςζιάνηρ Αθανάζιορ Δπιβλέπυν Καθηγηηήρ: Νηθφιανο Π. Βεληίθνο Σπιμελήρ Δξεηαζηική

Διαβάστε περισσότερα

MAC. MAC Protocol for Hidden Terminal Problem Alleviation using Transmission Pause Control in Wireless Multi Hop Networks

MAC. MAC Protocol for Hidden Terminal Problem Alleviation using Transmission Pause Control in Wireless Multi Hop Networks THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS TECHNICAL REPORT OF IEICE. MAC 263-8522 1-33 E-mail: furukawa@graduate.chiba-u.jp IEEE82.11 DCF(Distributed Coordination Function)

Διαβάστε περισσότερα

Approximation of distance between locations on earth given by latitude and longitude

Approximation of distance between locations on earth given by latitude and longitude Approximation of distance between locations on earth given by latitude and longitude Jan Behrens 2012-12-31 In this paper we shall provide a method to approximate distances between two points on earth

Διαβάστε περισσότερα

Architecture οf Integrated Ιnformation Systems (ARIS)

Architecture οf Integrated Ιnformation Systems (ARIS) Architecture οf Integrated Ιnformation Systems (ARIS) Η αρχιτεκτονική ARIS (ARchitecture οf Integrated information Systems) έχει ως στόχο της την περιγρφή όλων των όψεων ή οπτικών ενός επιχειρηματικού

Διαβάστε περισσότερα

«ΑΓΡΟΤΟΥΡΙΣΜΟΣ ΚΑΙ ΤΟΠΙΚΗ ΑΝΑΠΤΥΞΗ: Ο ΡΟΛΟΣ ΤΩΝ ΝΕΩΝ ΤΕΧΝΟΛΟΓΙΩΝ ΣΤΗΝ ΠΡΟΩΘΗΣΗ ΤΩΝ ΓΥΝΑΙΚΕΙΩΝ ΣΥΝΕΤΑΙΡΙΣΜΩΝ»

«ΑΓΡΟΤΟΥΡΙΣΜΟΣ ΚΑΙ ΤΟΠΙΚΗ ΑΝΑΠΤΥΞΗ: Ο ΡΟΛΟΣ ΤΩΝ ΝΕΩΝ ΤΕΧΝΟΛΟΓΙΩΝ ΣΤΗΝ ΠΡΟΩΘΗΣΗ ΤΩΝ ΓΥΝΑΙΚΕΙΩΝ ΣΥΝΕΤΑΙΡΙΣΜΩΝ» I ΑΡΙΣΤΟΤΕΛΕΙΟ ΠΑΝΕΠΙΣΤΗΜΙΟ ΘΕΣΣΑΛΟΝΙΚΗΣ ΣΧΟΛΗ ΝΟΜΙΚΩΝ ΟΙΚΟΝΟΜΙΚΩΝ ΚΑΙ ΠΟΛΙΤΙΚΩΝ ΕΠΙΣΤΗΜΩΝ ΤΜΗΜΑ ΟΙΚΟΝΟΜΙΚΩΝ ΕΠΙΣΤΗΜΩΝ ΠΡΟΓΡΑΜΜΑ ΜΕΤΑΠΤΥΧΙΑΚΩΝ ΣΠΟΥΔΩΝ ΣΤΗΝ «ΔΙΟΙΚΗΣΗ ΚΑΙ ΟΙΚΟΝΟΜΙΑ» ΚΑΤΕΥΘΥΝΣΗ: ΟΙΚΟΝΟΜΙΚΗ

Διαβάστε περισσότερα

HOMEWORK 4 = G. In order to plot the stress versus the stretch we define a normalized stretch:

HOMEWORK 4 = G. In order to plot the stress versus the stretch we define a normalized stretch: HOMEWORK 4 Problem a For the fast loading case, we want to derive the relationship between P zz and λ z. We know that the nominal stress is expressed as: P zz = ψ λ z where λ z = λ λ z. Therefore, applying

Διαβάστε περισσότερα

SCOPE OF ACCREDITATION TO ISO 17025:2005

SCOPE OF ACCREDITATION TO ISO 17025:2005 SCOPE OF ACCREDITATION TO ISO 17025:2005 TFF CORPORATION TEKTRONIX COMPANY 1-14-1 Midorigaoka, Naka-gun, Ninomiya-machi, Kanagawa Pref. 259-0132 JAPAN Hideki Yuyama Phone: 81 463 70 5634 CALIBRATION Valid

Διαβάστε περισσότερα

Jesse Maassen and Mark Lundstrom Purdue University November 25, 2013

Jesse Maassen and Mark Lundstrom Purdue University November 25, 2013 Notes on Average Scattering imes and Hall Factors Jesse Maassen and Mar Lundstrom Purdue University November 5, 13 I. Introduction 1 II. Solution of the BE 1 III. Exercises: Woring out average scattering

Διαβάστε περισσότερα

Vol. 31,No JOURNAL OF CHINA UNIVERSITY OF SCIENCE AND TECHNOLOGY Feb

Vol. 31,No JOURNAL OF CHINA UNIVERSITY OF SCIENCE AND TECHNOLOGY Feb Ξ 31 Vol 31,No 1 2 0 0 1 2 JOURNAL OF CHINA UNIVERSITY OF SCIENCE AND TECHNOLOGY Feb 2 0 0 1 :025322778 (2001) 0120016205 (, 230026) : Q ( m 1, m 2,, m n ) k = m 1 + m 2 + + m n - n : Q ( m 1, m 2,, m

Διαβάστε περισσότερα

Precision Metal Film Fixed Resistor Axial Leaded

Precision Metal Film Fixed Resistor Axial Leaded Features EIA standard colour-coding Non-Flame type available Low noise and voltage coefficient Low temperature coefficient range Wide precision range in small package Too low or too high ohmic value can

Διαβάστε περισσότερα

ΓΡΑΜΜΙΚΟΣ & ΔΙΚΤΥΑΚΟΣ ΠΡΟΓΡΑΜΜΑΤΙΣΜΟΣ

ΓΡΑΜΜΙΚΟΣ & ΔΙΚΤΥΑΚΟΣ ΠΡΟΓΡΑΜΜΑΤΙΣΜΟΣ ΓΡΑΜΜΙΚΟΣ & ΔΙΚΤΥΑΚΟΣ ΠΡΟΓΡΑΜΜΑΤΙΣΜΟΣ Ενότητα 12: Συνοπτική Παρουσίαση Ανάπτυξης Κώδικα με το Matlab Σαμαράς Νικόλαος Άδειες Χρήσης Το παρόν εκπαιδευτικό υλικό υπόκειται σε άδειες χρήσης Creative Commons.

Διαβάστε περισσότερα

6.003: Signals and Systems. Modulation

6.003: Signals and Systems. Modulation 6.003: Signals and Systems Modulation May 6, 200 Communications Systems Signals are not always well matched to the media through which we wish to transmit them. signal audio video internet applications

Διαβάστε περισσότερα

Study of urban housing development projects: The general planning of Alexandria City

Study of urban housing development projects: The general planning of Alexandria City Paper published at Alexandria Engineering Journal, vol, No, July, Study of urban housing development projects: The general planning of Alexandria City Hisham El Shimy Architecture Department, Faculty of

Διαβάστε περισσότερα

ΠΑΝΕΠΙΣΤΗΜΙΟ ΠΑΤΡΩΝ ΤΜΗΜΑ ΗΛΕΚΤΡΟΛΟΓΩΝ ΜΗΧΑΝΙΚΩΝ ΚΑΙ ΤΕΧΝΟΛΟΓΙΑΣ ΥΠΟΛΟΓΙΣΤΩΝ ΤΟΜΕΑΣ ΣΥΣΤΗΜΑΤΩΝ ΗΛΕΚΤΡΙΚΗΣ ΕΝΕΡΓΕΙΑΣ

ΠΑΝΕΠΙΣΤΗΜΙΟ ΠΑΤΡΩΝ ΤΜΗΜΑ ΗΛΕΚΤΡΟΛΟΓΩΝ ΜΗΧΑΝΙΚΩΝ ΚΑΙ ΤΕΧΝΟΛΟΓΙΑΣ ΥΠΟΛΟΓΙΣΤΩΝ ΤΟΜΕΑΣ ΣΥΣΤΗΜΑΤΩΝ ΗΛΕΚΤΡΙΚΗΣ ΕΝΕΡΓΕΙΑΣ ΠΑΝΕΠΙΣΤΗΜΙΟ ΠΑΤΡΩΝ ΤΜΗΜΑ ΗΛΕΚΤΡΟΛΟΓΩΝ ΜΗΧΑΝΙΚΩΝ ΚΑΙ ΤΕΧΝΟΛΟΓΙΑΣ ΥΠΟΛΟΓΙΣΤΩΝ ΤΟΜΕΑΣ ΣΥΣΤΗΜΑΤΩΝ ΗΛΕΚΤΡΙΚΗΣ ΕΝΕΡΓΕΙΑΣ ιπλωµατική Εργασία του φοιτητή του τµήµατος Ηλεκτρολόγων Μηχανικών και Τεχνολογίας Ηλεκτρονικών

Διαβάστε περισσότερα

GREECE BULGARIA 6 th JOINT MONITORING

GREECE BULGARIA 6 th JOINT MONITORING GREECE BULGARIA 6 th JOINT MONITORING COMMITTEE BANSKO 26-5-2015 «GREECE BULGARIA» Timeline 02 Future actions of the new GR-BG 20 Programme June 2015: Re - submission of the modified d Programme according

Διαβάστε περισσότερα

CMOS Technology for Computer Architects

CMOS Technology for Computer Architects CMOS Technology for Computer Architects Iakovos Mavroidis Giorgos Passas Manolis Katevenis Lecture 13: On chip SRAM Technology FORTH ICS / EURECCA & UoC GREECE ABC A A E F A BCDAECF A AB C DE ABCDAECF

Διαβάστε περισσότερα

The Simply Typed Lambda Calculus

The Simply Typed Lambda Calculus Type Inference Instead of writing type annotations, can we use an algorithm to infer what the type annotations should be? That depends on the type system. For simple type systems the answer is yes, and

Διαβάστε περισσότερα

Calculating the propagation delay of coaxial cable

Calculating the propagation delay of coaxial cable Your source for quality GNSS Networking Solutions and Design Services! Page 1 of 5 Calculating the propagation delay of coaxial cable The delay of a cable or velocity factor is determined by the dielectric

Διαβάστε περισσότερα

Performance of Charcoal Cookstoves for Haiti, Part 1: Results from the Water Boiling Test

Performance of Charcoal Cookstoves for Haiti, Part 1: Results from the Water Boiling Test LBNL 5021E Performance of Charcoal Cookstoves for Haiti, Part 1: Results from the Water Boiling Test Kayje Booker, Tae Won Han, Jessica Granderson, Jennifer Jones, Kathleen Lask, Nina Yang, Ashok Gadgil

Διαβάστε περισσότερα

Ventilated Distribution Transformers

Ventilated Distribution Transformers General Purpose Energy efficient dry-type transformers 600 Volt Class, isolation type, single and three phase, 1 through 00. Indoor and outdoor models available. Accessories and Optional Styles trostatic

Διαβάστε περισσότερα

ΔΘΝΗΚΖ ΥΟΛΖ ΓΖΜΟΗΑ ΓΗΟΗΚΖΖ

ΔΘΝΗΚΖ ΥΟΛΖ ΓΖΜΟΗΑ ΓΗΟΗΚΖΖ Ε ΔΘΝΗΚΖ ΥΟΛΖ ΓΖΜΟΗΑ ΓΗΟΗΚΖΖ Κ ΔΚΠΑΗΓΔΤΣΗΚΖ ΔΗΡΑ ΣΜΖΜΑ : Σνπξηζηηθήο Οηθνλνκίαο θαη Αλάπηπμεο (ΣΟΑ) ΣΔΛΗΚΖ ΔΡΓΑΗΑ Θέκα: Σνπξηζκφο θαη Οηθνλνκηθή Κξίζε Δπηβιέπσλ : Νηνχβαο Λνπθάο πνπδάζηξηα : Σζαγθαξάθε

Διαβάστε περισσότερα

Capacitors - Capacitance, Charge and Potential Difference

Capacitors - Capacitance, Charge and Potential Difference Capacitors - Capacitance, Charge and Potential Difference Capacitors store electric charge. This ability to store electric charge is known as capacitance. A simple capacitor consists of 2 parallel metal

Διαβάστε περισσότερα

2016 IEEE/ACM International Conference on Mobile Software Engineering and Systems

2016 IEEE/ACM International Conference on Mobile Software Engineering and Systems 2016 IEEE/ACM International Conference on Mobile Software Engineering and Systems Multiple User Interfaces MobileSoft'16, Multi-User Experience (MUX) S1: Insourcing S2: Outsourcing S3: Responsive design

Διαβάστε περισσότερα

ΦΩΤΟΓΡΑΜΜΕΤΡΙΚΕΣ ΚΑΙ ΤΗΛΕΠΙΣΚΟΠΙΚΕΣ ΜΕΘΟΔΟΙ ΣΤΗ ΜΕΛΕΤΗ ΘΕΜΑΤΩΝ ΔΑΣΙΚΟΥ ΠΕΡΙΒΑΛΛΟΝΤΟΣ

ΦΩΤΟΓΡΑΜΜΕΤΡΙΚΕΣ ΚΑΙ ΤΗΛΕΠΙΣΚΟΠΙΚΕΣ ΜΕΘΟΔΟΙ ΣΤΗ ΜΕΛΕΤΗ ΘΕΜΑΤΩΝ ΔΑΣΙΚΟΥ ΠΕΡΙΒΑΛΛΟΝΤΟΣ AΡΙΣΤΟΤΕΛΕΙΟ ΠΑΝΕΠΙΣΤΗΜΙΟ ΘΕΣΣΑΛΟΝΙΚΗΣ ΠΟΛΥΤΕΧΝΙΚΗ ΣΧΟΛΗ ΤΜΗΜΑ ΠΟΛΙΤΙΚΩΝ ΜΗΧΑΝΙΚΩΝ ΠΡΟΓΡΑΜΜΑ ΜΕΤΑΠΤΥΧΙΑΚΩΝ ΣΠΟΥΔΩΝ ΕΙΔΙΚΕΥΣΗΣ ΠΡΟΣΤΑΣΙΑ ΠΕΡΙΒΑΛΛΟΝΤΟΣ ΚΑΙ ΒΙΩΣΙΜΗ ΑΝΑΠΤΥΞΗ ΔΙΠΛΩΜΑΤΙΚΗ ΕΡΓΑΣΙΑ ΦΩΤΟΓΡΑΜΜΕΤΡΙΚΕΣ

Διαβάστε περισσότερα

ΑΡΙΣΤΟΤΕΛΕΙΟ ΠΑΝΕΠΙΣΤΗΜΙΟ ΘΕΣΣΑΛΟΝΙΚΗΣ

ΑΡΙΣΤΟΤΕΛΕΙΟ ΠΑΝΕΠΙΣΤΗΜΙΟ ΘΕΣΣΑΛΟΝΙΚΗΣ ΑΡΙΣΤΟΤΕΛΕΙΟ ΠΑΝΕΠΙΣΤΗΜΙΟ ΘΕΣΣΑΛΟΝΙΚΗΣ Μελέτη των υλικών των προετοιμασιών σε υφασμάτινο υπόστρωμα, φορητών έργων τέχνης (17ος-20ος αιώνας). Διερεύνηση της χρήσης της τεχνικής της Ηλεκτρονικής Μικροσκοπίας

Διαβάστε περισσότερα

ΔΙΠΛΩΜΑΤΙΚΗ ΕΡΓΑΣΙΑ. του φοιτητή του Τμήματος Ηλεκτρολόγων Μηχανικών και. Τεχνολογίας Υπολογιστών της Πολυτεχνικής Σχολής του. Πανεπιστημίου Πατρών

ΔΙΠΛΩΜΑΤΙΚΗ ΕΡΓΑΣΙΑ. του φοιτητή του Τμήματος Ηλεκτρολόγων Μηχανικών και. Τεχνολογίας Υπολογιστών της Πολυτεχνικής Σχολής του. Πανεπιστημίου Πατρών ΠΑΝΕΠΙΣΤΗΜΙΟ ΠΑΤΡΩΝ ΤΜΗΜΑ ΗΛΕΚΤΡΟΛΟΓΩΝ ΜΗΧΑΝΙΚΩΝ ΚΑΙ ΤΕΧΝΟΛΟΓΙΑΣ ΥΠΟΛΟΓΙΣΤΩΝ ΤΟΜΕΑΣ ΣΥΣΤΗΜΑΤΩΝ ΗΛΕΚΤΡΙΚΗΣ ΕΝΕΡΓΕΙΑΣ ΕΡΓΑΣΤΗΡΙΟ ΗΛΕΚΤΡΟΜΗΧΑΝΙΚΗΣ ΜΕΤΑΤΡΟΠΗΣ ΕΝΕΡΓΕΙΑΣ ΔΙΠΛΩΜΑΤΙΚΗ ΕΡΓΑΣΙΑ του φοιτητή του

Διαβάστε περισσότερα

ΕΘΝΙΚΗ ΣΧΟΛΗ ΔΗΜΟΣΙΑΣ ΔΙΟΙΚΗΣΗΣ ΙΓ' ΕΚΠΑΙΔΕΥΤΙΚΗ ΣΕΙΡΑ

ΕΘΝΙΚΗ ΣΧΟΛΗ ΔΗΜΟΣΙΑΣ ΔΙΟΙΚΗΣΗΣ ΙΓ' ΕΚΠΑΙΔΕΥΤΙΚΗ ΣΕΙΡΑ ΕΘΝΙΚΗ ΣΧΟΛΗ ΔΗΜΟΣΙΑΣ ΔΙΟΙΚΗΣΗΣ ΙΓ' ΕΚΠΑΙΔΕΥΤΙΚΗ ΣΕΙΡΑ ΤΜΗΜΑ ΤΟΠΙΚΗΣ ΑΥΤΟΔΙΟΙΚΗΣΗΣ ΚΑΙ ΠΕΡΙΦΕΡΕΙΑΚΗΣ ΑΝΑΠΤΥΞΗΣ ΤΕΛΙΚΗ ΕΡΓΑΣΙΑ: ΠΕΡΙΒΑΛΛΟΝ ΚΑΙ ΑΝΑΠΤΥΞΗ: ΠΡΟΣΕΓΓΙΣΗ ΜΕΣΩ ΔΕΙΚΤΩΝ Επιβλέπων: Αθ.Δελαπάσχος

Διαβάστε περισσότερα

«Ευφυή Συστήματα Μεταφορών & εξελίξεις στην Ελλάδα»

«Ευφυή Συστήματα Μεταφορών & εξελίξεις στην Ελλάδα» Με την επίσημη υποστήριξη: Dimitris Chryssagis Electrical Engineer, IBI Group «Ευφυή Συστήματα Μεταφορών & εξελίξεις στην Ελλάδα» Αθήνα, 15-16 Δεκεμβρίου 2015 The Attiki Odos Motorway Urban Motorway 200.000

Διαβάστε περισσότερα

Analysis of energy consumption of telecommunications network and application of energy-saving techniques

Analysis of energy consumption of telecommunications network and application of energy-saving techniques 40 2 ( ) Vol.40 No.2 2009 4 Journal of Central South University (Science and Technology) Apr. 2009 1, 2 (1. 430074 2. 410015) TN915 A 1672 7207(2009)02 0464 07 Analysis of energy consumption of telecommunications

Διαβάστε περισσότερα

Bayesian statistics. DS GA 1002 Probability and Statistics for Data Science.

Bayesian statistics. DS GA 1002 Probability and Statistics for Data Science. Bayesian statistics DS GA 1002 Probability and Statistics for Data Science http://www.cims.nyu.edu/~cfgranda/pages/dsga1002_fall17 Carlos Fernandez-Granda Frequentist vs Bayesian statistics In frequentist

Διαβάστε περισσότερα

ΠΑΝΕΠΙΣΤΗΜΙΟ ΠΕΙΡΑΙΩΣ ΤΜΗΜΑ ΠΛΗΡΟΦΟΡΙΚΗΣ ΠΜΣ «ΠΡΟΗΓΜΕΝΑ ΣΥΣΤΗΜΑΤΑ ΠΛΗΡΟΦΟΡΙΚΗΣ» ΚΑΤΕΥΘΥΝΣΗ «ΕΥΦΥΕΙΣ ΤΕΧΝΟΛΟΓΙΕΣ ΕΠΙΚΟΙΝΩΝΙΑΣ ΑΝΘΡΩΠΟΥ - ΥΠΟΛΟΓΙΣΤΗ»

ΠΑΝΕΠΙΣΤΗΜΙΟ ΠΕΙΡΑΙΩΣ ΤΜΗΜΑ ΠΛΗΡΟΦΟΡΙΚΗΣ ΠΜΣ «ΠΡΟΗΓΜΕΝΑ ΣΥΣΤΗΜΑΤΑ ΠΛΗΡΟΦΟΡΙΚΗΣ» ΚΑΤΕΥΘΥΝΣΗ «ΕΥΦΥΕΙΣ ΤΕΧΝΟΛΟΓΙΕΣ ΕΠΙΚΟΙΝΩΝΙΑΣ ΑΝΘΡΩΠΟΥ - ΥΠΟΛΟΓΙΣΤΗ» ΠΑΝΕΠΙΣΤΗΜΙΟ ΠΕΙΡΑΙΩΣ ΤΜΗΜΑ ΠΛΗΡΟΦΟΡΙΚΗΣ ΠΜΣ «ΠΡΟΗΓΜΕΝΑ ΣΥΣΤΗΜΑΤΑ ΠΛΗΡΟΦΟΡΙΚΗΣ» ΚΑΤΕΥΘΥΝΣΗ «ΕΥΦΥΕΙΣ ΤΕΧΝΟΛΟΓΙΕΣ ΕΠΙΚΟΙΝΩΝΙΑΣ ΑΝΘΡΩΠΟΥ - ΥΠΟΛΟΓΙΣΤΗ» ΜΕΤΑΠΤΥΧΙΑΚΗ ΙΑΤΡΙΒΗ ΤΟΥ ΕΥΘΥΜΙΟΥ ΘΕΜΕΛΗ ΤΙΤΛΟΣ Ανάλυση

Διαβάστε περισσότερα

Μηχανισμοί πρόβλεψης προσήμων σε προσημασμένα μοντέλα κοινωνικών δικτύων ΔΙΠΛΩΜΑΤΙΚΗ ΕΡΓΑΣΙΑ

Μηχανισμοί πρόβλεψης προσήμων σε προσημασμένα μοντέλα κοινωνικών δικτύων ΔΙΠΛΩΜΑΤΙΚΗ ΕΡΓΑΣΙΑ ΕΘΝΙΚΟ ΜΕΤΣΟΒΙΟ ΠΟΛΥΤΕΧΝΕΙΟ ΣΧΟΛΗ ΗΛΕΚΤΡΟΛΟΓΩΝ ΜΗΧΑΝΙΚΩΝ ΚΑΙ ΜΗΧΑΝΙΚΩΝ ΥΠΟΛΟΓΙΣΤΩΝ ΤΟΜΕΑΣ ΕΠΙΚΟΙΝΩΝΙΩΝ, ΗΛΕΚΤΡΟΝΙΚΗΣ ΚΑΙ ΣΥΣΤΗΜΑΤΩΝ ΠΛΗΡΟΦΟΡΙΚΗΣ Μηχανισμοί πρόβλεψης προσήμων σε προσημασμένα μοντέλα κοινωνικών

Διαβάστε περισσότερα

Professional Tourism Education EΠΑΓΓΕΛΜΑΤΙΚΗ ΤΟΥΡΙΣΤΙΚΗ ΕΚΠΑΙΔΕΥΣΗ. Ministry of Tourism-Υπουργείο Τουρισμού

Professional Tourism Education EΠΑΓΓΕΛΜΑΤΙΚΗ ΤΟΥΡΙΣΤΙΚΗ ΕΚΠΑΙΔΕΥΣΗ. Ministry of Tourism-Υπουργείο Τουρισμού Professional Tourism Education EΠΑΓΓΕΛΜΑΤΙΚΗ ΤΟΥΡΙΣΤΙΚΗ ΕΚΠΑΙΔΕΥΣΗ Ministry of Tourism-Υπουργείο Τουρισμού Need for Professional Tourism Education Η Ανάγκη για Επαγγελματική Τουριστική Εκπαίδευση Tourism:

Διαβάστε περισσότερα

ΣΧΕΔΙΑΣΜΟΣ ΔΙΚΤΥΩΝ ΔΙΑΝΟΜΗΣ. Η εργασία υποβάλλεται για τη μερική κάλυψη των απαιτήσεων με στόχο. την απόκτηση του διπλώματος

ΣΧΕΔΙΑΣΜΟΣ ΔΙΚΤΥΩΝ ΔΙΑΝΟΜΗΣ. Η εργασία υποβάλλεται για τη μερική κάλυψη των απαιτήσεων με στόχο. την απόκτηση του διπλώματος ΣΧΕΔΙΑΣΜΟΣ ΔΙΚΤΥΩΝ ΔΙΑΝΟΜΗΣ Η εργασία υποβάλλεται για τη μερική κάλυψη των απαιτήσεων με στόχο την απόκτηση του διπλώματος «Οργάνωση και Διοίκηση Βιομηχανικών Συστημάτων με εξειδίκευση στα Συστήματα Εφοδιασμού

Διαβάστε περισσότερα

Απόστολος Μπιζάκης Δνων Σύμβουλος

Απόστολος Μπιζάκης Δνων Σύμβουλος Με την επίσημη υποστήριξη: Απόστολος Μπιζάκης Δνων Σύμβουλος Διημερίδα ITS Hellas «Ευφυή Συστήματα Μεταφορών & Eξελίξεις στην Ελλάδα» Αθήνα, 15-16 Δεκεμβρίου 2015 Value-Added Services Port Community System

Διαβάστε περισσότερα

Phys460.nb Solution for the t-dependent Schrodinger s equation How did we find the solution? (not required)

Phys460.nb Solution for the t-dependent Schrodinger s equation How did we find the solution? (not required) Phys460.nb 81 ψ n (t) is still the (same) eigenstate of H But for tdependent H. The answer is NO. 5.5.5. Solution for the tdependent Schrodinger s equation If we assume that at time t 0, the electron starts

Διαβάστε περισσότερα

TaxiCounter Android App. Περδίκης Ανδρέας ME10069

TaxiCounter Android App. Περδίκης Ανδρέας ME10069 TaxiCounter Android App Περδίκης Ανδρέας ME10069 Content Android Operating System Development Tools Taxi Counter Algorithm Design Development Process Android Operating System Android is a Linux-based operating

Διαβάστε περισσότερα

Liner Shipping Hub Network Design in a Competitive Environment

Liner Shipping Hub Network Design in a Competitive Environment Downloaded from orbit.dtu.dk on: Oct 01, 2016 Liner Shipping Hub Network Design in a Competitive Environment Gelareh, Shahin; Nickel, Stefan; Pisinger, David Publication date: 2010 Document Version Publisher's

Διαβάστε περισσότερα

University of Macedonia Master in Information Systems. Networking Technologies professors: A. Economides A. Pobortsis AGREEMENT AND ACCOUNTING

University of Macedonia Master in Information Systems. Networking Technologies professors: A. Economides A. Pobortsis AGREEMENT AND ACCOUNTING University of Macedonia Master in Information Systems professors: A. Economides A. Pobortsis SERVICE LEVEL AGREEMENT (SLA) NEGOTIATING,, MEASURINGM AND ACCOUNTING Simeonidis Efstathios MIS18/05 January

Διαβάστε περισσότερα

Προσομοίωση BP με το Bizagi Modeler

Προσομοίωση BP με το Bizagi Modeler Προσομοίωση BP με το Bizagi Modeler Α. Τσαλγατίδου - Γ.-Δ. Κάπος Πρόγραμμα Μεταπτυχιακών Σπουδών Τεχνολογία Διοίκησης Επιχειρησιακών Διαδικασιών 2017-2018 BPMN Simulation with Bizagi Modeler: 4 Levels

Διαβάστε περισσότερα

ΖΩΝΟΠΟΙΗΣΗ ΤΗΣ ΚΑΤΟΛΙΣΘΗΤΙΚΗΣ ΕΠΙΚΙΝΔΥΝΟΤΗΤΑΣ ΣΤΟ ΟΡΟΣ ΠΗΛΙΟ ΜΕ ΤΗ ΣΥΜΒΟΛΗ ΔΕΔΟΜΕΝΩΝ ΣΥΜΒΟΛΟΜΕΤΡΙΑΣ ΜΟΝΙΜΩΝ ΣΚΕΔΑΣΤΩΝ

ΖΩΝΟΠΟΙΗΣΗ ΤΗΣ ΚΑΤΟΛΙΣΘΗΤΙΚΗΣ ΕΠΙΚΙΝΔΥΝΟΤΗΤΑΣ ΣΤΟ ΟΡΟΣ ΠΗΛΙΟ ΜΕ ΤΗ ΣΥΜΒΟΛΗ ΔΕΔΟΜΕΝΩΝ ΣΥΜΒΟΛΟΜΕΤΡΙΑΣ ΜΟΝΙΜΩΝ ΣΚΕΔΑΣΤΩΝ EΘΝΙΚΟ ΜΕΤΣΟΒΙΟ ΠΟΛΥΤΕΧΕΙΟ Τμήμα Μηχανικών Μεταλλείων-Μεταλλουργών ΖΩΝΟΠΟΙΗΣΗ ΤΗΣ ΚΑΤΟΛΙΣΘΗΤΙΚΗΣ ΕΠΙΚΙΝΔΥΝΟΤΗΤΑΣ ΜΕ ΤΗ ΣΥΜΒΟΛΗ ΔΕΔΟΜΕΝΩΝ ΣΥΜΒΟΛΟΜΕΤΡΙΑΣ ΜΟΝΙΜΩΝ ΣΚΕΔΑΣΤΩΝ ΔΙΠΛΩΜΑΤΙΚΗ ΕΡΓΑΣΙΑ Κιτσάκη Μαρίνα

Διαβάστε περισσότερα

Section 8.3 Trigonometric Equations

Section 8.3 Trigonometric Equations 99 Section 8. Trigonometric Equations Objective 1: Solve Equations Involving One Trigonometric Function. In this section and the next, we will exple how to solving equations involving trigonometric functions.

Διαβάστε περισσότερα

ΘΕΩΡΗΤΙΚΗ ΚΑΙ ΠΕΙΡΑΜΑΤΙΚΗ ΙΕΡΕΥΝΗΣΗ ΤΗΣ ΙΕΡΓΑΣΙΑΣ ΣΚΛΗΡΥΝΣΗΣ ΙΑ ΛΕΙΑΝΣΕΩΣ

ΘΕΩΡΗΤΙΚΗ ΚΑΙ ΠΕΙΡΑΜΑΤΙΚΗ ΙΕΡΕΥΝΗΣΗ ΤΗΣ ΙΕΡΓΑΣΙΑΣ ΣΚΛΗΡΥΝΣΗΣ ΙΑ ΛΕΙΑΝΣΕΩΣ ΠΑΝΕΠΙΣΤΗΜΙΟ ΠΑΤΡΩΝ ΠΟΛΥΤΕΧΝΙΚΗ ΣΧΟΛΗ ΤΜΗΜΑ ΜΗΧΑΝΟΛΟΓΩΝ ΚΑΙ ΑΕΡΟΝΑΥΠΗΓΩΝ ΜΗΧΑΝΙΚΩΝ ΕΡΓΑΣΤΗΡΙΟ ΣΥΣΤΗΜΑΤΩΝ ΠΑΡΑΓΩΓΗΣ ΚΑΙ ΑΥΤΟΜΑΤΙΣΜΟΥ / ΥΝΑΜΙΚΗΣ & ΘΕΩΡΙΑΣ ΜΗΧΑΝΩΝ ΙΕΥΘΥΝΤΗΣ: Καθηγητής Γ. ΧΡΥΣΟΛΟΥΡΗΣ Ι ΑΚΤΟΡΙΚΗ

Διαβάστε περισσότερα

ΓΙΑΝΤΣΗΣ ΧΡΗΣΤΟΣ. Θέμα εργασίας: Υποθαλάσσια & υπόγεια δίκτυα αισθητήρων. Work title: Underwater & underground sensor networks

ΓΙΑΝΤΣΗΣ ΧΡΗΣΤΟΣ. Θέμα εργασίας: Υποθαλάσσια & υπόγεια δίκτυα αισθητήρων. Work title: Underwater & underground sensor networks Πανεπιστήμιο Μακεδονίας ΠΜΣ Πληροφοριακά Συστήματα Τεχνολογίες Τηλεπικοινωνιών & Δικτύων Καθηγητής: Α.Α. Οικονομίδης University of Macedonia Master Information Systems Networking Technologies Professor:

Διαβάστε περισσότερα

Ψηφιακή ανάπτυξη. Course Unit #1 : Κατανοώντας τις βασικές σύγχρονες ψηφιακές αρχές Thematic Unit #1 : Τεχνολογίες Web και CMS

Ψηφιακή ανάπτυξη. Course Unit #1 : Κατανοώντας τις βασικές σύγχρονες ψηφιακές αρχές Thematic Unit #1 : Τεχνολογίες Web και CMS Ψηφιακή ανάπτυξη Course Unit #1 : Κατανοώντας τις βασικές σύγχρονες ψηφιακές αρχές Thematic Unit #1 : Τεχνολογίες Web και CMS Learning Objective : SEO και Analytics Fabio Calefato Department of Computer

Διαβάστε περισσότερα

QUICKTRONIC PROFESSIONAL QTP5

QUICKTRONIC PROFESSIONAL QTP5 osram.com QUICKTRONIC PROFESSIONA QTP5 ECG for T5/ 16mm, T8/ 26mm, DUUX fluorescent lamps QTP5 i.e. UMIUX T5 HO ES 01 Product Features: Up to 100.000 hours lifetime 1 amp start with optimized filament

Διαβάστε περισσότερα

2 Composition. Invertible Mappings

2 Composition. Invertible Mappings Arkansas Tech University MATH 4033: Elementary Modern Algebra Dr. Marcel B. Finan Composition. Invertible Mappings In this section we discuss two procedures for creating new mappings from old ones, namely,

Διαβάστε περισσότερα

1) Abstract (To be organized as: background, aim, workpackages, expected results) (300 words max) Το όριο λέξεων θα είναι ελαστικό.

1) Abstract (To be organized as: background, aim, workpackages, expected results) (300 words max) Το όριο λέξεων θα είναι ελαστικό. UΓενικές Επισημάνσεις 1. Παρακάτω θα βρείτε απαντήσεις του Υπουργείου, σχετικά με τη συμπλήρωση της ηλεκτρονικής φόρμας. Διευκρινίζεται ότι στα περισσότερα θέματα οι απαντήσεις ήταν προφορικές (τηλεφωνικά),

Διαβάστε περισσότερα

Από την ιδέα στο έργο

Από την ιδέα στο έργο Από την ιδέα στο έργο Δρ. Κωνσταντίνος Νίκας Μεταδιδακτορικός Ερευνητής CSLab: Computing Systems Laboratory 4 ΜΕΛΗ ΔΕΠ 30 χρόνια προσφοράς, από το 1986 5 ΜΕΤΑΔΙΔΑΚΤΟΡΙΚΟΙ ΕΡΕΥΝΗΤΕΣ 17 ΥΠΟΨΗΦΙΟΙ ΔΙΔΑΚΤΟΡΕΣ

Διαβάστε περισσότερα

Ad-hoc Networks. Επίκ. Καθηγητής Συμεών Παπαβασιλείου

Ad-hoc Networks. Επίκ. Καθηγητής Συμεών Παπαβασιλείου Ad-hoc Networks Επίκ. Καθηγητής Συμεών Παπαβασιλείου Εθνικό Μετσόβιο Πολυτεχνείο Τμήμα Ηλεκτρολόγων Μηχανικών και Μηχανικών Υπολογιστών Τομέας Επικοινωνιών, Ηλεκτρονικής & Συστημάτων Πληροφορικής (papavass@mail.ntua.gr

Διαβάστε περισσότερα

Παρουσιάσεις για το Μάθημα Ασύρματων και Κινητών Τηλεπικοινωνιών του ΔΜΠΣ στο ΕΚΠΑ

Παρουσιάσεις για το Μάθημα Ασύρματων και Κινητών Τηλεπικοινωνιών του ΔΜΠΣ στο ΕΚΠΑ 1 Παρουσιάσεις για το Μάθημα Ασύρματων και Κινητών Τηλεπικοινωνιών του ΔΜΠΣ στο ΕΚΠΑ hstellakis@gmail.com Αθήνα, 2017 2 3G (CDMA) Systems 3 Multiple Access Techniques The party effect 4 FDMA/TDMA vs CDMA

Διαβάστε περισσότερα

EPL 603 TOPICS IN SOFTWARE ENGINEERING. Lab 5: Component Adaptation Environment (COPE)

EPL 603 TOPICS IN SOFTWARE ENGINEERING. Lab 5: Component Adaptation Environment (COPE) EPL 603 TOPICS IN SOFTWARE ENGINEERING Lab 5: Component Adaptation Environment (COPE) Performing Static Analysis 1 Class Name: The fully qualified name of the specific class Type: The type of the class

Διαβάστε περισσότερα

ΠΠΜ 515: Προχωρηµένα Θέµατα Διεύθυνσης Κατασκευαστικών Έργων

ΠΠΜ 515: Προχωρηµένα Θέµατα Διεύθυνσης Κατασκευαστικών Έργων ΠΠΜ 515: Προχωρηµένα Θέµατα Διεύθυνσης Κατασκευαστικών Έργων Εαρινό Εξάµηνο 2007 Advanced and contemporary topics in construction project management. The topics include, among other, offerings on Fully

Διαβάστε περισσότερα

Long Term Evolution (LTE) Long Term Evolution Advanced (LTE-A) Πρόγραμμα Μεταπτυχιακών Σπουδών - Προηγμένα Θέματα Ασύρματων και Κινητών Δικτύων

Long Term Evolution (LTE) Long Term Evolution Advanced (LTE-A) Πρόγραμμα Μεταπτυχιακών Σπουδών - Προηγμένα Θέματα Ασύρματων και Κινητών Δικτύων Long Term Evolution (LTE) Long Term Evolution Advanced (LTE-A) What is LTE? In Nov. 2004, 3GPP began a project to define the long-term evolution (LTE) of Universal Mobile Telecommunications System (UMTS)

Διαβάστε περισσότερα

Σπουδάστρια Δακανάλη Νικολέτα Α.Μ. 5567. "Πώς η εξέλιξη της τεχνολογίας επηρεάζει την απόδοση των επιχειρήσεων" ΠΤΥΧΙΑΚΗ ΕΡΓΑΣΙΑ

Σπουδάστρια Δακανάλη Νικολέτα Α.Μ. 5567. Πώς η εξέλιξη της τεχνολογίας επηρεάζει την απόδοση των επιχειρήσεων ΠΤΥΧΙΑΚΗ ΕΡΓΑΣΙΑ ΤΕΧΝΟΛΟΓΙΚΟ ΕΚΠΑΙΔΕΥΤΙΚΟ ΙΔΡΥΜΑ ΑΝ. ΜΑΚΕΔΟΝΙΑΣ ΚΑΙ ΘΡΑΚΗΣ ΣΧΟΛΗ ΔΙΟΙΚΗΣΗΣ ΚΑΙ ΟΙΚΟΝΟΜΙΑΣ ΤΜΗΜΑ ΔΙΟΙΚΗΣΗΣ ΕΠΙΧΕΙΡΗΣΕΩΝ Σπουδάστρια Δακανάλη Νικολέτα Α.Μ. 5567 "Πώς η εξέλιξη της τεχνολογίας επηρεάζει την

Διαβάστε περισσότερα

Business English. Ενότητα # 9: Financial Planning. Ευαγγελία Κουτσογιάννη Τμήμα Διοίκησης Επιχειρήσεων

Business English. Ενότητα # 9: Financial Planning. Ευαγγελία Κουτσογιάννη Τμήμα Διοίκησης Επιχειρήσεων ΕΛΛΗΝΙΚΗ ΔΗΜΟΚΡΑΤΙΑ Ανώτατο Εκπαιδευτικό Ίδρυμα Πειραιά Τεχνολογικού Τομέα Business English Ενότητα # 9: Financial Planning Ευαγγελία Κουτσογιάννη Τμήμα Διοίκησης Επιχειρήσεων Άδειες Χρήσης Το παρόν εκπαιδευτικό

Διαβάστε περισσότερα

HORIZON QUANTUM. Logging

HORIZON QUANTUM. Logging HORIZON QUANTUM High Capacity Packet Microwave System FEATURES NETWORK MANAGEMENT (NMS) Capacity w/accelerator Variable from 10 to 2000 Mbps full duplex CIR Management Access In or out of band 2x capacity

Διαβάστε περισσότερα

ΚΥΠΡΙΑΚΗ ΕΤΑΙΡΕΙΑ ΠΛΗΡΟΦΟΡΙΚΗΣ CYPRUS COMPUTER SOCIETY ΠΑΓΚΥΠΡΙΟΣ ΜΑΘΗΤΙΚΟΣ ΔΙΑΓΩΝΙΣΜΟΣ ΠΛΗΡΟΦΟΡΙΚΗΣ 19/5/2007

ΚΥΠΡΙΑΚΗ ΕΤΑΙΡΕΙΑ ΠΛΗΡΟΦΟΡΙΚΗΣ CYPRUS COMPUTER SOCIETY ΠΑΓΚΥΠΡΙΟΣ ΜΑΘΗΤΙΚΟΣ ΔΙΑΓΩΝΙΣΜΟΣ ΠΛΗΡΟΦΟΡΙΚΗΣ 19/5/2007 Οδηγίες: Να απαντηθούν όλες οι ερωτήσεις. Αν κάπου κάνετε κάποιες υποθέσεις να αναφερθούν στη σχετική ερώτηση. Όλα τα αρχεία που αναφέρονται στα προβλήματα βρίσκονται στον ίδιο φάκελο με το εκτελέσιμο

Διαβάστε περισσότερα

A global biofuels outlook: U.S. RIN markets and EU proposals. Gerard Wynn Energy and climate columnist Thomson Reuters

A global biofuels outlook: U.S. RIN markets and EU proposals. Gerard Wynn Energy and climate columnist Thomson Reuters 1η Ενότητα: «Το Παρόν και το Μέλλον των Βιοκαυσίμων στην Ελλάδα και την Ευρώπη» A global biofuels outlook: U.S. RIN markets and EU proposals Gerard Wynn Energy and climate columnist Thomson Reuters Global

Διαβάστε περισσότερα

Practice Exam 2. Conceptual Questions. 1. State a Basic identity and then verify it. (a) Identity: Solution: One identity is csc(θ) = 1

Practice Exam 2. Conceptual Questions. 1. State a Basic identity and then verify it. (a) Identity: Solution: One identity is csc(θ) = 1 Conceptual Questions. State a Basic identity and then verify it. a) Identity: Solution: One identity is cscθ) = sinθ) Practice Exam b) Verification: Solution: Given the point of intersection x, y) of the

Διαβάστε περισσότερα

Potential Dividers. 46 minutes. 46 marks. Page 1 of 11

Potential Dividers. 46 minutes. 46 marks. Page 1 of 11 Potential Dividers 46 minutes 46 marks Page 1 of 11 Q1. In the circuit shown in the figure below, the battery, of negligible internal resistance, has an emf of 30 V. The pd across the lamp is 6.0 V and

Διαβάστε περισσότερα

ΑΠΟΔΟΤΙΚΗ ΑΠΟΤΙΜΗΣΗ ΕΡΩΤΗΣΕΩΝ OLAP Η ΜΕΤΑΠΤΥΧΙΑΚΗ ΕΡΓΑΣΙΑ ΕΞΕΙΔΙΚΕΥΣΗΣ. Υποβάλλεται στην

ΑΠΟΔΟΤΙΚΗ ΑΠΟΤΙΜΗΣΗ ΕΡΩΤΗΣΕΩΝ OLAP Η ΜΕΤΑΠΤΥΧΙΑΚΗ ΕΡΓΑΣΙΑ ΕΞΕΙΔΙΚΕΥΣΗΣ. Υποβάλλεται στην ΑΠΟΔΟΤΙΚΗ ΑΠΟΤΙΜΗΣΗ ΕΡΩΤΗΣΕΩΝ OLAP Η ΜΕΤΑΠΤΥΧΙΑΚΗ ΕΡΓΑΣΙΑ ΕΞΕΙΔΙΚΕΥΣΗΣ Υποβάλλεται στην ορισθείσα από την Γενική Συνέλευση Ειδικής Σύνθεσης του Τμήματος Πληροφορικής Εξεταστική Επιτροπή από την Χαρά Παπαγεωργίου

Διαβάστε περισσότερα

NMBTC.COM /

NMBTC.COM / Common Common Vibration Test:... Conforms to JIS C 60068-2-6, Amplitude: 1.5mm, Frequency 10 to 55 Hz, 1 hour in each of the X, Y and Z directions. Shock Test:...Conforms to JIS C 60068-2-27, Acceleration

Διαβάστε περισσότερα

The challenges of non-stable predicates

The challenges of non-stable predicates The challenges of non-stable predicates Consider a non-stable predicate Φ encoding, say, a safety property. We want to determine whether Φ holds for our program. The challenges of non-stable predicates

Διαβάστε περισσότερα

ΠΡΟΣΟΜΟΙΩΣΗ ΦΥΣΙΚΟΥ ΚΑΝΑΛΙΟΥ ΚΑΤΕΡΧΟΜΕΝΗΣ ΖΕΥΞΗΣ (PDSCH) ΤΕΧΝΟΛΟΓΙΑΣ LTE

ΠΡΟΣΟΜΟΙΩΣΗ ΦΥΣΙΚΟΥ ΚΑΝΑΛΙΟΥ ΚΑΤΕΡΧΟΜΕΝΗΣ ΖΕΥΞΗΣ (PDSCH) ΤΕΧΝΟΛΟΓΙΑΣ LTE ΠΑΝΕΠΙΣΤΗΜΙΟ ΠΑΤΡΩΝ Δ.Π.Μ.Σ ΗΛΕΚΤΡΟΝΙΚΗ ΚΑΙ ΕΠΕΞΕΡΓΑΣΙΑ ΤΗΣ ΠΛΗΡΟΦΟΡΙΑΣ Μεταπτυχιακή Διπλωματική Εργασία ΠΡΟΣΟΜΟΙΩΣΗ ΦΥΣΙΚΟΥ ΚΑΝΑΛΙΟΥ ΚΑΤΕΡΧΟΜΕΝΗΣ ΖΕΥΞΗΣ (PDSCH) ΤΕΧΝΟΛΟΓΙΑΣ LTE Φοιτήτρια: Μπουργάνη Ευαγγελία

Διαβάστε περισσότερα

Statistical Inference I Locally most powerful tests

Statistical Inference I Locally most powerful tests Statistical Inference I Locally most powerful tests Shirsendu Mukherjee Department of Statistics, Asutosh College, Kolkata, India. shirsendu st@yahoo.co.in So far we have treated the testing of one-sided

Διαβάστε περισσότερα