Towards 5G applications, requirements and candidate technologies
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| 245 | 1 | 0 | |a Towards 5G |b applications, requirements and candidate technologies |c edited by Rath Vannithamby and Shilpa Talwar, Intel corporation, USA |
| 264 | 1 | |a Chichester, West Sussex |b Wiley |c 2017 | |
| 300 | |a xxx, 434 Seiten |b Illustrationen, Diagramme | ||
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| 650 | 4 | |a Mobile communication systems / Research | |
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| 700 | 1 | |a Talwar, Shilpa |0 (DE-588)1127789376 |4 edt | |
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| adam_text | Contents
List of Contributors
List of Acronyms
About the Companion Website
Part I Overview of 5G 1
1 Introduction 3
Shilpa Talwar and Rath Vannithamby
1.1 Evolution of Cellular Systems through the Generations 3
1.2 Moving Towards 5G 4
1.3 5G Networks and Devices 5
1.4 Outline of the Book 7
References 8
2 5G Requirements 9
Anass Benjebbour, Yoshihisa Kishiyama, and Takehiro Nakamura
2.1 Introduction 9
2.2 Emerging Trends in Mobile Applications and Services 10
2.2. 1 New Types of Mobile Device 10
2.2.2 Video Streaming and Download Services 11
2.2.3 Machine-to-machine Services 11
2.2.4 Cloud Services 12
2.2.5 Context-based and Location-based Services 13
2.2.6 Broadcast Services 14
2.2.7 Summary 14
2.3 General Requirements 15
2.3.1 Capacity Requirements 15
2.3.2 User Data-rate Requirements 17
2.3.3 Latency Requirements 17
R
xv
xix
xxxi
VI
Contents
2.33.1 User-plane Latency 18
23.3.2 Control-plane Latency 18
23.4 Massive Device Connectivity 19
23.5 Energy Saving and Robustness against Emergencies 20
23.6 Summary 21
References 21
3 Collaborative 5G Research within the EU Framework of Funded Research 23
Michael Faerber
3.1 Rationale for 5G Research and the EU’s Motivation 23
3.2 EU Research 25
3.2.1 History 25
3.2.2 EU Bodies, Structure, Roles, and Project Creation 27
3.2.3 Project Creation and Operation 28
3.23.1 Project Creation 29
3.23.2 Project Operation 30
3.2.4 Details of the FP8 Program 30
3.2.5 European Technology Platforms and Public-Private Partnerships 31
3.2.6 Other Funded Research 32
References 33
4 5G: Transforming the User Wireless Experience 34
David Ott, Nageen Himayat, and Shilpa Talwar
4.1 Introduction 34
4.2 Intel’s Vision of 5G Technologies 34
4.2.1 Enabling New Spectrum 35
4.2.2 Increasing Spectrum Efficiency 36
4.2.3 Exploiting Multiple Radio Access Technologies 37
4.2.4 Awareness of Application-specific Service Quality 38
4.2.5 Exploiting Context Awareness 38
4.2.6 Improving Device Power Efficiency 39
4.3 Intel Strategic Research Alliance on 5G 40
4.4 ISRA 5G Technical Objectives and Goals 40
4.4.1 Goal 1: Network Capacity 41
4.4.2 Goal 2: Uniform Connectivity Experience 41
4.4.3 Goal 3: Service Quality and User Experience 42
4.5 ISRA 5G Project Summaries 42
4.5.1 Higher, Denser, Wilder: Massively Broadband
and Adaptive Wireless for 5th Generation Wireless Communications 42
4.5.2 Fundamental Limits, Self-organization, and
Context Awareness for Integrated Cellular
and D2D Architectures 44
4.5.3 LAWS: Large Arrays and Wide Spectrum 45
4.5.4 A System View of Interference Management: Radio Circuits,
PHY Mechanisms, and Protocol Designs 46
Contents
vii
4.5.5 Dynamic Cloud Services Spectrum Sharing Algorithms and
Mechanisms for B4G Networks 47
4.5.6 Fundamentals of Spectrum Sharing in Device-to-Device and
Heterogeneous Communication Networks 48
4.5.7 Structured Sharing of Network and Compute Resources in a
Community of Devices 48
4.5.8 A Unified Framework for Enabling Energy-efficient Mobile
Internet Apps and Energy-efficient Cloud Offloading 49
References 50
Part II Candidate Technologies - Evolutionary 53
5 Towards Green and Soft 55
Chih-Lin l and Shuangfeng Han
5.1 Chapter Overview 55
5.2 Efforts on Green and Soft 5G Networks 56
5.3 Rethink Shannon: EE and SE Co-design for a Green Network 57
5.3.1 EE and SE Co-design Fundamentals 57
5.3.2 5G Candidate Technologies with EE-SE Co-design 61
5.3.2.1 Hybrid BF for USAS 61
5.3.2.2 NOMA with EE-SE Co-design 65
5.4 “No More Cell” for a Green and Soft Network 67
5.4.1 C-RAN: An Enabling Element for 5G 67
5.4.2 Rethink Signaling and Control for “No More Cell” 70
5.4.3 Service Aggregator: to Accommodate Trillions of Nodes in 5G 73
5.4.3.1 Aggregation of Packet Data from Multiple MTC Devices 74
5.4.3.2 Two Relay Modes of the Aggregators 75
5.5 Summary 75
Acknowledgments 76
References 76
6 Proactive Caching in 5G Small Cell Networks 78
Ejder Baling, Mehdi Bennis, and Merouane Debhah
6.1 Small Cell Networks: Past, Present and Future Trends 78
6.2 Cache-enabled Proactive Small Cell Networks 80
6.3 System Model 81
6.4 Proactive Caching at Base Stations 82
6.4.1 Numerical Results and Discussions 83
6.5 Proactive Caching at User Terminals 85
6.5.1 Numerical Results and Discussions 88
6.6 Related Work and Research Directions 90
6.6.1 Proactive Caching and Content Popularity Estimation 92
6.6.2 App roximation A Igorithms 92
6.6.3 Coded Caching Gains 93
6.6.4 Joint Designs 94
6.6.5 Mobility 94
viii
Contents
6.6.6 Energy Consumption 94
6.6.7 Deployment Aspects 94
6.7 Conclusions 95
Acknowledgments 95
References 95
7 Modeling Multi-Radio Coordination and Integration in Converged
Heterogeneous Networks 99
Olga Galinina, Sergey Andreev, Alexander Pyattaev; Mikhail Gerasimenko,
Yevgeni Koucheryavy, Nageen Himayat, Kerstin Johns son, and Shu-ping Yeh
1.1 Enabling Technologies for Multi-Radio Heterogeneous Networks 99
7.1.1 Understanding Challenges in Mobile Wireless Networking 99
7.1.2 5G Technology Trends: Heterogeneous Networks 101
7.1.3 5G Technology Trends: Direct Communications 103
7.1.4 Focus and Contributions of our 5G Research 104
7.2 Comprehensive Methodology for Space-Time Network Analysis 105
7.2.1 Capabilities of the Proposed Mathematical Approach 105
7.2.2 Proposed Taxonomy for HetNets 106
7.2.3 General Assumptions of the Model 108
7.2.4 The HetNet Operation Considered 112
7.3 Analysis of Random Dynamic HetNets 114
7.3.1 Core Stochastic Model 114
7.3.1.1 Tier Types I and 11A nalysis 115
7.3.1.2 Tier Type ill Analysis 115
7.3.2 Calculating the Steady-State Distribution 116
7.3.3 Characterizing Transitions for Important HetNet Examples 118
7.3.3.1 Tier Type I Transitions 118
7.3.3.2 Tier Type // Transitions 119
7.3.3.3 Tier Type HI Transitions 120
7.4 Quantifying Performance with System-level Evaluations 121
7.4.1 Features of our 5G System-level Simulator 121
7.4.2 Discussing Representative Numerical Results 123
7.5 Summary and Conclusions 126
Acknowledgments 126
References 126
8 Distributed Resource Allocation in 5G Cellular Networks 129
Monowar Hasan and Ekram Hossain
8.1 Introduction 129
8.2 Multi-tier 5G Cellular: Overview and Challenges 132
8.2.1 Overview 132
8.2.2 Challenges in Radio Resource Management for
Multi-tier Cellular Systems 132
8.3 System Model 135
8.3.1 Network Model and Assumptions 135
8.3.2 Achievable Data Rate 136
8.3.3 Formulation of the Resource Allocation Problem 137
Contents
IX
8.4 Resource Allocation using Stable Matching 139
8.4.1 Concept of Matching 139
8.4.2 Utility Function and Preference Profile 140
8.4.3 Algorithm Development 140
8.4.4 Stability, Optimality, and Complexity of the Solution 142
8.4.4.1 Stability 142
8.4.4.2 Optimality 142
8.4.4.3 Complexity 143
8.5 Message-passing Approach for Resource Allocation 143
8.5.1 Overview of the MP Scheme 144
8.5.2 Reformulation of the Resource Allocation Problem Utilizing
the MP Approach 144
8.5.3 Effective Implementation ofMP Scheme in a Practical
Heterogeneous Network 146
8.5.4 Algorithm Development 148
8.5.5 Convergence, Optimality, and Complexity of the Solution 149
8.5.5.1 Convergence and Optimality 149
8.5.5.2 Complexity 151
8.6 Auction-based Resource Allocation 151
8.6.1 Overview of the Auction Approach 151
8.6.2 Auction for Radio Resource Allocation 152
8.6.2.1 Cost Function 153
8.6.2.2 Update of Cost and Bidder Information 153
8.6.3 Algorithm Development 154
8.6.4 Convergence, Complexity, and Optimality
of the A uction Approach 155
8.6.4.1 Convergence and Complexity 155
8.6A.2 Optimality 156
8.7 Qualitative Comparison of the Resource Allocation Schemes 157
8.8 Summary and Conclusion 157
References 159
Additional Reading 160
9 Device-to-Device Communications 162
Andreas F. Molisch, Mingyue Ji, Joongheon Kim,
Daoud Burghal, and A rash Saber Tehrani
9.1 Introduction and Motivation 162
9.2 Propagation Channels 163
9.2.1 Pathloss 164
9.2.2 Delay Dispersion 165
9.2.3 Temporal Variations 165
9.3 Neighbor Discovery and Channel Estimation 166
9.3.1 Neighbor Discovery 166
9.3.2 Channel Estimation 168
9.4 Mode Selection and Resource Allocation 170
9.4.1 Mode Selection 170
9.4.2 Resource Allocation 172
X
10
11
Contents
9.5 Scheduling 175
9.5.7 In-band D2D 175
9,5.2 Out-of-band D2D 176
9.5.3 FlashLinQ and ITLinQ 177
9.6 Multi-hop D2D 180
9.7 Standardization 183
9.8 Applications 184
9.8. 1 Content Distribution in Social Networks 184
9.8.2 Video Distribution 184
9.8.3 Roadside Info stations 185
9.8.4 Emergency Communications 185
9.8.5 Distributed Storage Systems 186
9.8.6 Smart Grids 186
9.9 D2D for Video 186
9.9.1 Random Caching and Unicasting 187
9.9.2 Coded Caching and Multicasting 188
9.9.3 Simulation Results 189
9.10 Conclusions 191
Acknowledgments 191
References 191
Energy-efficient Wireless OFDMA Networks 199
Cong Xiong and Geoff rey Ye Li
10.1 Overview 199
10.2 Energy Efficiency and Energy-efficient Wireless Networks 200
10.3 Energy Efficiency and Spectral Efficiency Tradeoff in OFDMA 201
10.3.1 Fundamentals of the EE-SE Relationship 203
10.3.2 Impacts of System Parameters on the EE-SE Tradeoff 205
10.4 Energy Efficiency, Power, and Delay Tradeoff in OFDMA 208
10.4.1 Relationship between EE and Transmit Power 211
10.4.2 EE and Delay Tradeoff 212
10.5 Energy-efficient Resource Allocation for Downlink OFDMA 212
10.5.1 Optimal Energy-efficient Resource Allocation 214
10.5.2 Low-complexity Suboptimal Energy-efficient Resource Allocation 214
10.6 Energy-efficient Resource Allocation for Uplink OFDMA 217
10.6.1 Optimal Energy-efficient Resource Allocation 218
10.6.2 Low-complexity Suboptimal Energy-efficient
Resource Allocation 218
10.7 Concluding Remarks 219
References 220
Advanced Multiple-access and MIMO Techniques 222
NOMA sections: Anass Benjebbour, Anxin Li, Kazuaki Takeda,
Yoshihisa Kishiyama, and Takehiro Nakamura SV-MIMO sections: Yuki Inoue, Yoshihisa
Kishiyama, and Takehiro Nakamura
11.1 Introduction
11.2 Non-orthogonal Multiple Access
222
225
Contents
xi
77.2.1 Concept 225
11.2.1.1 Comparison with Orthogonal User Multiplexing 226
77.2.7.2 Motivations and Benefits of NOMA 227
77.2.2 Link-level Considerations 228
11.2.3 System-level Considerations 231
11.2.3.1 NOMA Signaling Overhead 233
11.2.3.2 Performance in Low- and High-Mobility Scenarios 235
11.2.3.3 Combination of NOMA and MIMO 235
11.3 Smart Vertical MIMO 238
11.3.1 Grouping of Antenna Elements for 3D MIMO 238
11.3.2 Adaptive Grouping of Antenna Elements using SV-M1MO 240
11.3.3 Performance Evaluation and Field Experiments 242
11.4 Conclusion 247
References 248
12 M2M Communications 250
Rapeepat Ratasuk, Amitava Ghosh, and Benny Vejlgaard
12.1 Chapter Overview 250
12.2 M2M Communications 250
12.3 LTE Evolution for M2M 253
12.3.1 LTE Features for M2M 254
12.3.1.1 eMTC 258
12.3.1.2 Narrowband Internet of Things 267
12.3.2 Further Enhancements 268
12.4 5G for M2M Communications 270
12.4.1 Coverage 272
12.4.2 Latency 273
12.4.3 Capacity 273
12.5 Conclusion 273
References 274
13 Low-latency Radio-interface Perspectives for Small-cell 5G Networks 275
Toni Levanen, Juho Pirskanen, and Mikko Valkama
13.1 Introduction to Low-latency Radio-interface Design 275
13.2 Small-cell Channel Environment Considerations and Expected Traffic 277
13.2.1 Centimeter-wave Channel Models 278
13.2.2 Millimeter-wave Channel Models 280
13.2.3 Comments on Expected Traffic and Traffic Modeling 282
13.3 New Radio-interface Design for Low-latency 5G Wireless Access 283
13.3.1 Achieving Ultra-low Latency with Strict Timing Requirements 290
13.3.2 Reference-symbol Layout Design for Spectrally Efficient MIMO
Communications in 5GETLA 292
13.4 Extending the 5GETLA Reference Design to Millimeter-Wave
Communications 296
13.4.1 High Mobility Support in mm-Wave Communications 298
13.5 Conclusions and Open Research Topics 299
References 300
xü
Contents
Part III Candidate Technologies - Revolutionary 303
14 New Physical-layer Waveforms for 5G 305
Gerhard Wander Martin Kasparick, Peter Jung, Thorsten Wild, Frank Schaich,
Yejian Chen, Gerhard Fettweis, Ivan Gaspar, Nicola Michaiłów, Maximilian Matthé,
Luciano Mendes, Dimitri Kténas, Jean-Baptiste Dóré, Vincent Berg, Nicolas Cassiau,
Sławomir Pietrzyk, and Mateusz Buczkowski
14.1 Why OFDM Fails 305
¡4.1.1 Sporadic Traffic 306
14.1.2 Spectral and Temporal Fragmentation 306
14.1.3 Real-time Constraints 307
14.2 Unified Frame Structure 308
14.3 Waveform Candidates and Multiple-access Approaches 310
14.3.1 Universal Filtered Multicarrier 310
14.3.1.1 Frequency- and Time-domain Properties 311
14. 3.1.2 Relaxed Synchronization Support and Autonomous
Timing Advance 313
14.3.1.3 Supporting Multiple Signal Layers with Interleave
Division Multiple Access 314
14.3.2 Generalized Frequency Division Multiplexing 316
14.3.2.1 Principles 316
14.3.2.2 GFDM in a Gabor Transform Setting 318
14.3.2.3 Time-reversal Space-Time Coding for GFDM Access 319
14.3.2.4 Reducing Latency in LTE Time-Frequency Grid 3 20
14.3.3 Filter Bank Multicarrier 321
14.3.3.1 Principles 321
14.3.3.2 Multi-user Receiver Architecture 322
14.3.3.3 Robustness of the Receiver to Channel Delay Spread 324
14.3.3.4 Capacity Results and Analysis 325
14.4 One-shot Random Access 328
14.4.1 Bi-orthogonal Frequency Division Multiplexing 329
14.4.1.1 Transmitter 330
14.4.1.2 Receiver 331
14.4.1.3 Pulse Design 331
14.4.1.4 Numerical Results 333
14.4.2 System-level Performance 334
14.5 Conclusions 339
References 339
15 Massive MIMO Communications 342
Frederick W. Vook, Ami tava Ghosh, and Timothy A. Thomas
15.1 Introduction 342
15.2 Overview of Multi-Antenna Techniques in LTE 343
15.3 Moving to 5G Cellular with Large-scale Antenna Arrays 345
15.4 Antenna-array Architectures for 5G Cellular 348
15.5 Massive MIMO for Evolved LTE Systems (Below 6 GHz) 349
Contents
xiii
75.5.7 3D Channel Models 350
75.5.2 Antenna-array Configurations 351
75.5.3 Uplink Transmission Techniques 351
15.5.4 Downlink Transmission Techniques 352
15.5.4.1 Reciprocity-based Transmission Methods 353
15.5.4.2 Codebook Feedback-based Methods 353
15.5.4.3 Product Codebook Feedback-based Methods 354
15.5.4.4 Direct Feedback Methods 355
15.5.5 Massive Sub sectoring with Large-scale Arrays 355
15.6 Massive MIMO for cmWave and mm Wave Systems (Above 6 GHz) 358
15.6.1 Channel Modeling Above 6 GHz. 358
15.6.2 Hardware implementation Issues Above 6 GHz 359
15.6.3 Acquiring Channel State Information 360
75.6.4 Transmission Strategies Above 6 GHz 361
15.6.5 SU-M1MO Transmission 361
15.6.6 MU-M1MO Transmission 362
15.7 Conclusion 362
References 363
16 Full-duplex Radios 365
Dinesh Bharadia and Sachin Katti
16.1 The Problem 367
16.1.1 Requirements for Full Duplex Designs 369
16.1.2 Do Prior Full-duplex Techniques Satisfy these Requirements? 371
16.2 Our Design 372
16.2.1 Analog Cancelation 372
16.2.2 Digital Cancelation 375
16.2.2.1 Canceling Linear Components 375
16.2.2.2 Canceling Non-linear Components 376
16.2.2.3 Complexity 378
16.2.3 Dynamic Adaptation of Analog Cancelation 378
16.2.3.1 Modeling the Frequency Response of Delay Lines Hf ( ƒ ) 380
16.2.3.2 Optimization Algorithm. 380
16.3 Implementation 381
16.4 Evaluation 383
16.4.1 Can We Cancel all of the Self-interference? 384
16.4.1.1 Does Our Design Work with Commodity Radios? 385
16.4.1.2 SNR Loss of the Received Signal in Full-duplex Mode 385
16.4.2 Digging Deeper 387
16.4.2.1 Impact of Constellation and Bandwidth 387
16.4.2.2 Deconstruct mg A nalog Cancelation 388
16.4.2.3 Deconstructing Digital Cancelation 389
16.4.2.4 Dynamic Adaptation 390
16.4.3 Does Full Duplex Double Throughput? 392
16.5 Discussion and Conclusion 393
References 393
xiv
Contents
17 Point to Multi-point, In-band mm Wave Backhaul for 5G Networks 395
Rakesh Taori and Arun Sridharan
17.1 Introduction 395
17.2 Feasibility of In-band Backhaul 397
17.3 Deployment Assumptions 400
17.4 In-band Backhaul Design Considerations 402
17.5 TDM-based Scheduling Scheme for In-band Backhauling 403
17.6 Concluding Remarks 407
Acknowledgments 407
References 407
18 Application of NFV and SDN to 5G Infrastructure 408
Ashok Sunder Rajan and Kannan Babu Ramia
18.1 Chapter Overview 408
18.2 Background 408
18.3 NFV and SDN 409
18.4 Network Planning and Engineering 410
18.4.1 Cellular Network Design and Traffic Engineering 412
18.4.1.1 Market Design 412
18.4.1.2 Call Model 412
18.4.1.3 Traffic Model 413
18.5 Cellular Wireless Network Infrastructure 414
18.5.1 Reference Points, Interfaces, and Protocol Stacks 414
18.5.2 Description of the EPC Main Element Interactions 414
18.6 Network Workloads and Capacity Factors 417
18.6.1 EPC Workload Stress Vectors 418
18.7 Conclusion 419
References 420
Index 421
Towards 5G
Applications, Requirements
Candidate Technologies
Edited by Rath Vannithamby and Shilpa Talwar, Intel Corporation, USA
This book brings together a group of visionaries and technical experts from academia
to industry to discuss the applications and technologies that will comprise the next
set of cellular advancements (5G). In particular, the authors explore usages for future
5G communications, key metrics for these usages with their target requirements, and
network architectures and enabling technologies to meet 5G s requirements. Some of
the new technologies comprising 5G will be evolutionary, covering gaps in and bringing
enhancements over 4G systems, while some will be disruptive, introducing fundamentally
new waveforms, duplexing methods, and new spectrum. These technologies will
encompass the end-to-end wireless system: from wireless network infrastructure to
spectrum availability to device innovations. The objective of the book is to provide a
comprehensive guide to the emerging trends in mobile applications, and the challenges
of supporting such applications with 4G technologies.
• Contributions are by an international representation of leading experts and thinkers in
the cellular field; the editors are cellular industry leaders and have been contributing
to cellular technologies since the time of 2G.
• Includes an overview of 5G activities around the world, enabling readers to understand
the vision and research direction of these teams as they tackle the challenging problems
of capacity (data rates and the massive number of devices), ultra-low latency, and
power efficiency that wireless networks are expected to face by 2020.
• Covers a comprehensive list of topics essential for the understanding of next-
generation wireless technologies, the challenges facing emerging applications, the
service demands, and the technology evolutions and revolutions.
www.wiley.com/go/vannithamby/towards5g
Wiley
31 Also available
__J as orv e-book
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| id | DE-604.BV044001489 |
| illustrated | Illustrated |
| indexdate | 2024-11-25T17:51:13Z |
| institution | BVB |
| isbn | 1118979893 9781118979839 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029409408 |
| oclc_num | 1002254254 |
| open_access_boolean | |
| owner | DE-703 DE-11 DE-91 DE-BY-TUM |
| owner_facet | DE-703 DE-11 DE-91 DE-BY-TUM |
| physical | xxx, 434 Seiten Illustrationen, Diagramme |
| publishDate | 2017 |
| publishDateSearch | 2017 |
| publishDateSort | 2017 |
| publisher | Wiley |
| record_format | marc |
| spellingShingle | Towards 5G applications, requirements and candidate technologies Mobile communication systems / Research fast TECHNOLOGY & ENGINEERING / Mechanical bisacsh Mobile communication systems / Research Generation 5 (DE-588)4429726-9 gnd Mobilfunk (DE-588)4170280-3 gnd |
| subject_GND | (DE-588)4429726-9 (DE-588)4170280-3 |
| title | Towards 5G applications, requirements and candidate technologies |
| title_auth | Towards 5G applications, requirements and candidate technologies |
| title_exact_search | Towards 5G applications, requirements and candidate technologies |
| title_full | Towards 5G applications, requirements and candidate technologies edited by Rath Vannithamby and Shilpa Talwar, Intel corporation, USA |
| title_fullStr | Towards 5G applications, requirements and candidate technologies edited by Rath Vannithamby and Shilpa Talwar, Intel corporation, USA |
| title_full_unstemmed | Towards 5G applications, requirements and candidate technologies edited by Rath Vannithamby and Shilpa Talwar, Intel corporation, USA |
| title_short | Towards 5G |
| title_sort | towards 5g applications requirements and candidate technologies |
| title_sub | applications, requirements and candidate technologies |
| topic | Mobile communication systems / Research fast TECHNOLOGY & ENGINEERING / Mechanical bisacsh Mobile communication systems / Research Generation 5 (DE-588)4429726-9 gnd Mobilfunk (DE-588)4170280-3 gnd |
| topic_facet | Mobile communication systems / Research TECHNOLOGY & ENGINEERING / Mechanical Generation 5 Mobilfunk |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029409408&sequence=000003&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029409408&sequence=000004&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT vannithambyrath towards5gapplicationsrequirementsandcandidatetechnologies AT talwarshilpa towards5gapplicationsrequirementsandcandidatetechnologies |