Intelligent Surfaces Empowered 6G Wireless Network
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portes grátis
Intelligent Surfaces Empowered 6G Wireless Network
Ng, Derrick Wing Kwan; Wu, Qingqing; Zhang, Rui; Duong, Trung Q.; Schober, Robert
John Wiley & Sons Inc
12/2023
368
Dura
Inglês
9781119913092
15 a 20 dias
666
Descrição não disponível.
About the Editors xiii
List of Contributors xv
Preface xxi
Acknowledgement xxiii
Part I Fundamentals of IRS 1
1 Introduction to Intelligent Surfaces 3
Kaitao Meng, Qingqing Wu, Trung Q. Duong, Derrick Wing Kwan Ng, Robert Schober, and Rui Zhang
1.1 Background 3
1.2 Concept of Intelligent Surfaces 5
1.3 Advantages of Intelligence Surface 7
1.4 Potential Applications 8
1.5 Conclusion 12
2 IRS Architecture and Hardware Design 15
Zijian Zhang, Yuhao Chen, Qiumo Yu, and Linglong Dai
2.1 Metamaterials: Basics of IRS 15
2.2 Programmable Metasurfaces 16
2.3 IRS Hardware Design 18
2.4 State-of-the-Art IRS Prototype 23
3 On Path Loss and Channel Reciprocity of RIS-Assisted Wireless Communications 37
Wankai Tang, Jinghe Wang, Jun Yan Dai, Marco Di Renzo, Shi Jin, Qiang Cheng, and Tie Jun Cui
3.1 Introduction 37
3.2 Path Loss Modeling and Channel Reciprocity Analysis 39
3.3 Path Loss Measurement and Channel Reciprocity Validation 47
3.4 Conclusion 54
4 Intelligent Surface Communication Design: Main Challenges and Solutions 59
Kaitao Meng, Qingqing Wu, and Rui Zhang
4.1 Introduction 59
4.2 Channel Estimation 59
4.3 Passive Beamforming Optimization 65
4.4 IRS Deployment 73
4.5 Conclusion 79
Part II IRS for 6G Wireless Systems 83
5 Overview of IRS for 6G and Industry Advance 85
Ruiqi (Richie) Liu, Konstantinos D. Katsanos, Qingqing Wu, and George C. Alexandropoulos
5.1 IRS for 6G 85
5.2 Industrial Progresses 98
6 RIS-Aided Massive MIMO Antennas 117
Stefano Buzzi, Carmen D'Andrea, and Giovanni Interdonato
6.1 Introduction 117
6.2 System Model 119
6.3 Uplink/Downlink Signal Processing 123
6.4 Performance Measures 126
6.5 Optimization of the RIS Phase Shifts 128
6.6 Numerical Results 130
6.7 Conclusions 134
7 Localization, Sensing, and Their Integration with RISs 139
George C. Alexandropoulos, Hyowon Kim, Jiguang He, and Henk Wymeersch
7.1 Introduction 139
7.2 RIS Types and Channel Modeling 142
7.3 Localization with RISs 147
7.4 Sensing with RISs 154
7.5 Conclusion and Open Challenges 159
8 IRS-Aided THz Communications 167
Boyu Ning and Zhi Chen
8.1 IRS-Aided THz MIMO System Model 167
8.2 Beam Training Protocol 168
8.3 IRS Prototyping 175
8.4 IRS-THz Communication Applications 182
9 Joint Design of Beamforming, Phase Shifting, and Power Allocation in a Multi-cluster IRS-NOMA Network 187
Ximing Xie, Fang Fang, and Zhiguo Ding
9.1 Introduction 187
9.2 System Model and Problem Formulation 190
9.3 Alternating Algorithm 193
9.4 Simulation Result 200
9.5 Conclusion 203
10 IRS-Aided Mobile Edge Computing: From Optimization to Learning 207
Xiaoyan Hu, Kai-Kit Wong, Christos Masouros, and Shi Jin
10.1 Introduction 207
10.2 System Model and Objective 208
10.3 Optimization-Based Approaches to IRS-Aided MEC 211
10.4 Deep Learning Approaches to IRS-Aided MEC 216
10.5 Comparative Evaluation Results 222
10.6 Conclusions 226
11 Interference Nulling Using Reconfigurable Intelligent Surface 229
Tao Jiang, Foad Sohrabi, and Wei Yu
11.1 Introduction 229
11.2 System Model 231
11.3 Interference Nulling via RIS 232
11.4 Learning to Minimize Interference 241
11.5 Conclusions 247
12 Blind Beamforming for IRS Without Channel Estimation 251
Kaiming Shen and Zhi-Quan Luo
12.1 Introduction 251
12.2 System Model 252
12.3 Random-Max Sampling (RMS) 254
12.4 Conditional Sample Mean (CSM) 255
12.5 Some Comments on CSM 257
12.6 Field Tests 262
12.7 Conclusion 268
13 RIS in Wireless Information and Power Transfer 271
Yang Zhao and Bruno Clerckx
13.1 Introduction 271
13.2 RIS-Aided WPT 274
13.3 RIS-Aided WIPT 285
13.4 Conclusion 291
14 Beamforming Design for Self-Sustainable IRS-Assisted MISO Downlink Systems 297
Shaokang Hu and Derrick Wing Kwan Ng
14.1 Introduction 297
14.2 System Model 299
14.3 Problem Formulation 303
14.4 Solution 303
14.5 Numerical Results 307
14.6 Summary 311
14.7 Further Extension 311
15 Optical Intelligent Reflecting Surfaces 315
Hedieh Ajam and Robert Schober
15.1 Introduction 315
15.2 System and Channel Model 317
15.3 Communication Theoretical Modeling of Optical IRSs 319
15.4 Design of Optical IRSs for FSO Systems 327
15.5 Simulation Results 331
15.6 Future Extension 333
Bibliography 334
Index 335
List of Contributors xv
Preface xxi
Acknowledgement xxiii
Part I Fundamentals of IRS 1
1 Introduction to Intelligent Surfaces 3
Kaitao Meng, Qingqing Wu, Trung Q. Duong, Derrick Wing Kwan Ng, Robert Schober, and Rui Zhang
1.1 Background 3
1.2 Concept of Intelligent Surfaces 5
1.3 Advantages of Intelligence Surface 7
1.4 Potential Applications 8
1.5 Conclusion 12
2 IRS Architecture and Hardware Design 15
Zijian Zhang, Yuhao Chen, Qiumo Yu, and Linglong Dai
2.1 Metamaterials: Basics of IRS 15
2.2 Programmable Metasurfaces 16
2.3 IRS Hardware Design 18
2.4 State-of-the-Art IRS Prototype 23
3 On Path Loss and Channel Reciprocity of RIS-Assisted Wireless Communications 37
Wankai Tang, Jinghe Wang, Jun Yan Dai, Marco Di Renzo, Shi Jin, Qiang Cheng, and Tie Jun Cui
3.1 Introduction 37
3.2 Path Loss Modeling and Channel Reciprocity Analysis 39
3.3 Path Loss Measurement and Channel Reciprocity Validation 47
3.4 Conclusion 54
4 Intelligent Surface Communication Design: Main Challenges and Solutions 59
Kaitao Meng, Qingqing Wu, and Rui Zhang
4.1 Introduction 59
4.2 Channel Estimation 59
4.3 Passive Beamforming Optimization 65
4.4 IRS Deployment 73
4.5 Conclusion 79
Part II IRS for 6G Wireless Systems 83
5 Overview of IRS for 6G and Industry Advance 85
Ruiqi (Richie) Liu, Konstantinos D. Katsanos, Qingqing Wu, and George C. Alexandropoulos
5.1 IRS for 6G 85
5.2 Industrial Progresses 98
6 RIS-Aided Massive MIMO Antennas 117
Stefano Buzzi, Carmen D'Andrea, and Giovanni Interdonato
6.1 Introduction 117
6.2 System Model 119
6.3 Uplink/Downlink Signal Processing 123
6.4 Performance Measures 126
6.5 Optimization of the RIS Phase Shifts 128
6.6 Numerical Results 130
6.7 Conclusions 134
7 Localization, Sensing, and Their Integration with RISs 139
George C. Alexandropoulos, Hyowon Kim, Jiguang He, and Henk Wymeersch
7.1 Introduction 139
7.2 RIS Types and Channel Modeling 142
7.3 Localization with RISs 147
7.4 Sensing with RISs 154
7.5 Conclusion and Open Challenges 159
8 IRS-Aided THz Communications 167
Boyu Ning and Zhi Chen
8.1 IRS-Aided THz MIMO System Model 167
8.2 Beam Training Protocol 168
8.3 IRS Prototyping 175
8.4 IRS-THz Communication Applications 182
9 Joint Design of Beamforming, Phase Shifting, and Power Allocation in a Multi-cluster IRS-NOMA Network 187
Ximing Xie, Fang Fang, and Zhiguo Ding
9.1 Introduction 187
9.2 System Model and Problem Formulation 190
9.3 Alternating Algorithm 193
9.4 Simulation Result 200
9.5 Conclusion 203
10 IRS-Aided Mobile Edge Computing: From Optimization to Learning 207
Xiaoyan Hu, Kai-Kit Wong, Christos Masouros, and Shi Jin
10.1 Introduction 207
10.2 System Model and Objective 208
10.3 Optimization-Based Approaches to IRS-Aided MEC 211
10.4 Deep Learning Approaches to IRS-Aided MEC 216
10.5 Comparative Evaluation Results 222
10.6 Conclusions 226
11 Interference Nulling Using Reconfigurable Intelligent Surface 229
Tao Jiang, Foad Sohrabi, and Wei Yu
11.1 Introduction 229
11.2 System Model 231
11.3 Interference Nulling via RIS 232
11.4 Learning to Minimize Interference 241
11.5 Conclusions 247
12 Blind Beamforming for IRS Without Channel Estimation 251
Kaiming Shen and Zhi-Quan Luo
12.1 Introduction 251
12.2 System Model 252
12.3 Random-Max Sampling (RMS) 254
12.4 Conditional Sample Mean (CSM) 255
12.5 Some Comments on CSM 257
12.6 Field Tests 262
12.7 Conclusion 268
13 RIS in Wireless Information and Power Transfer 271
Yang Zhao and Bruno Clerckx
13.1 Introduction 271
13.2 RIS-Aided WPT 274
13.3 RIS-Aided WIPT 285
13.4 Conclusion 291
14 Beamforming Design for Self-Sustainable IRS-Assisted MISO Downlink Systems 297
Shaokang Hu and Derrick Wing Kwan Ng
14.1 Introduction 297
14.2 System Model 299
14.3 Problem Formulation 303
14.4 Solution 303
14.5 Numerical Results 307
14.6 Summary 311
14.7 Further Extension 311
15 Optical Intelligent Reflecting Surfaces 315
Hedieh Ajam and Robert Schober
15.1 Introduction 315
15.2 System and Channel Model 317
15.3 Communication Theoretical Modeling of Optical IRSs 319
15.4 Design of Optical IRSs for FSO Systems 327
15.5 Simulation Results 331
15.6 Future Extension 333
Bibliography 334
Index 335
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Intelligent surface; 6G wireless network; hardware architecture; communication; sensing; computing; non-orthogonal multiple access; terahertz communications; wireless power transfer; resource allocation; coverage extension;
About the Editors xiii
List of Contributors xv
Preface xxi
Acknowledgement xxiii
Part I Fundamentals of IRS 1
1 Introduction to Intelligent Surfaces 3
Kaitao Meng, Qingqing Wu, Trung Q. Duong, Derrick Wing Kwan Ng, Robert Schober, and Rui Zhang
1.1 Background 3
1.2 Concept of Intelligent Surfaces 5
1.3 Advantages of Intelligence Surface 7
1.4 Potential Applications 8
1.5 Conclusion 12
2 IRS Architecture and Hardware Design 15
Zijian Zhang, Yuhao Chen, Qiumo Yu, and Linglong Dai
2.1 Metamaterials: Basics of IRS 15
2.2 Programmable Metasurfaces 16
2.3 IRS Hardware Design 18
2.4 State-of-the-Art IRS Prototype 23
3 On Path Loss and Channel Reciprocity of RIS-Assisted Wireless Communications 37
Wankai Tang, Jinghe Wang, Jun Yan Dai, Marco Di Renzo, Shi Jin, Qiang Cheng, and Tie Jun Cui
3.1 Introduction 37
3.2 Path Loss Modeling and Channel Reciprocity Analysis 39
3.3 Path Loss Measurement and Channel Reciprocity Validation 47
3.4 Conclusion 54
4 Intelligent Surface Communication Design: Main Challenges and Solutions 59
Kaitao Meng, Qingqing Wu, and Rui Zhang
4.1 Introduction 59
4.2 Channel Estimation 59
4.3 Passive Beamforming Optimization 65
4.4 IRS Deployment 73
4.5 Conclusion 79
Part II IRS for 6G Wireless Systems 83
5 Overview of IRS for 6G and Industry Advance 85
Ruiqi (Richie) Liu, Konstantinos D. Katsanos, Qingqing Wu, and George C. Alexandropoulos
5.1 IRS for 6G 85
5.2 Industrial Progresses 98
6 RIS-Aided Massive MIMO Antennas 117
Stefano Buzzi, Carmen D'Andrea, and Giovanni Interdonato
6.1 Introduction 117
6.2 System Model 119
6.3 Uplink/Downlink Signal Processing 123
6.4 Performance Measures 126
6.5 Optimization of the RIS Phase Shifts 128
6.6 Numerical Results 130
6.7 Conclusions 134
7 Localization, Sensing, and Their Integration with RISs 139
George C. Alexandropoulos, Hyowon Kim, Jiguang He, and Henk Wymeersch
7.1 Introduction 139
7.2 RIS Types and Channel Modeling 142
7.3 Localization with RISs 147
7.4 Sensing with RISs 154
7.5 Conclusion and Open Challenges 159
8 IRS-Aided THz Communications 167
Boyu Ning and Zhi Chen
8.1 IRS-Aided THz MIMO System Model 167
8.2 Beam Training Protocol 168
8.3 IRS Prototyping 175
8.4 IRS-THz Communication Applications 182
9 Joint Design of Beamforming, Phase Shifting, and Power Allocation in a Multi-cluster IRS-NOMA Network 187
Ximing Xie, Fang Fang, and Zhiguo Ding
9.1 Introduction 187
9.2 System Model and Problem Formulation 190
9.3 Alternating Algorithm 193
9.4 Simulation Result 200
9.5 Conclusion 203
10 IRS-Aided Mobile Edge Computing: From Optimization to Learning 207
Xiaoyan Hu, Kai-Kit Wong, Christos Masouros, and Shi Jin
10.1 Introduction 207
10.2 System Model and Objective 208
10.3 Optimization-Based Approaches to IRS-Aided MEC 211
10.4 Deep Learning Approaches to IRS-Aided MEC 216
10.5 Comparative Evaluation Results 222
10.6 Conclusions 226
11 Interference Nulling Using Reconfigurable Intelligent Surface 229
Tao Jiang, Foad Sohrabi, and Wei Yu
11.1 Introduction 229
11.2 System Model 231
11.3 Interference Nulling via RIS 232
11.4 Learning to Minimize Interference 241
11.5 Conclusions 247
12 Blind Beamforming for IRS Without Channel Estimation 251
Kaiming Shen and Zhi-Quan Luo
12.1 Introduction 251
12.2 System Model 252
12.3 Random-Max Sampling (RMS) 254
12.4 Conditional Sample Mean (CSM) 255
12.5 Some Comments on CSM 257
12.6 Field Tests 262
12.7 Conclusion 268
13 RIS in Wireless Information and Power Transfer 271
Yang Zhao and Bruno Clerckx
13.1 Introduction 271
13.2 RIS-Aided WPT 274
13.3 RIS-Aided WIPT 285
13.4 Conclusion 291
14 Beamforming Design for Self-Sustainable IRS-Assisted MISO Downlink Systems 297
Shaokang Hu and Derrick Wing Kwan Ng
14.1 Introduction 297
14.2 System Model 299
14.3 Problem Formulation 303
14.4 Solution 303
14.5 Numerical Results 307
14.6 Summary 311
14.7 Further Extension 311
15 Optical Intelligent Reflecting Surfaces 315
Hedieh Ajam and Robert Schober
15.1 Introduction 315
15.2 System and Channel Model 317
15.3 Communication Theoretical Modeling of Optical IRSs 319
15.4 Design of Optical IRSs for FSO Systems 327
15.5 Simulation Results 331
15.6 Future Extension 333
Bibliography 334
Index 335
List of Contributors xv
Preface xxi
Acknowledgement xxiii
Part I Fundamentals of IRS 1
1 Introduction to Intelligent Surfaces 3
Kaitao Meng, Qingqing Wu, Trung Q. Duong, Derrick Wing Kwan Ng, Robert Schober, and Rui Zhang
1.1 Background 3
1.2 Concept of Intelligent Surfaces 5
1.3 Advantages of Intelligence Surface 7
1.4 Potential Applications 8
1.5 Conclusion 12
2 IRS Architecture and Hardware Design 15
Zijian Zhang, Yuhao Chen, Qiumo Yu, and Linglong Dai
2.1 Metamaterials: Basics of IRS 15
2.2 Programmable Metasurfaces 16
2.3 IRS Hardware Design 18
2.4 State-of-the-Art IRS Prototype 23
3 On Path Loss and Channel Reciprocity of RIS-Assisted Wireless Communications 37
Wankai Tang, Jinghe Wang, Jun Yan Dai, Marco Di Renzo, Shi Jin, Qiang Cheng, and Tie Jun Cui
3.1 Introduction 37
3.2 Path Loss Modeling and Channel Reciprocity Analysis 39
3.3 Path Loss Measurement and Channel Reciprocity Validation 47
3.4 Conclusion 54
4 Intelligent Surface Communication Design: Main Challenges and Solutions 59
Kaitao Meng, Qingqing Wu, and Rui Zhang
4.1 Introduction 59
4.2 Channel Estimation 59
4.3 Passive Beamforming Optimization 65
4.4 IRS Deployment 73
4.5 Conclusion 79
Part II IRS for 6G Wireless Systems 83
5 Overview of IRS for 6G and Industry Advance 85
Ruiqi (Richie) Liu, Konstantinos D. Katsanos, Qingqing Wu, and George C. Alexandropoulos
5.1 IRS for 6G 85
5.2 Industrial Progresses 98
6 RIS-Aided Massive MIMO Antennas 117
Stefano Buzzi, Carmen D'Andrea, and Giovanni Interdonato
6.1 Introduction 117
6.2 System Model 119
6.3 Uplink/Downlink Signal Processing 123
6.4 Performance Measures 126
6.5 Optimization of the RIS Phase Shifts 128
6.6 Numerical Results 130
6.7 Conclusions 134
7 Localization, Sensing, and Their Integration with RISs 139
George C. Alexandropoulos, Hyowon Kim, Jiguang He, and Henk Wymeersch
7.1 Introduction 139
7.2 RIS Types and Channel Modeling 142
7.3 Localization with RISs 147
7.4 Sensing with RISs 154
7.5 Conclusion and Open Challenges 159
8 IRS-Aided THz Communications 167
Boyu Ning and Zhi Chen
8.1 IRS-Aided THz MIMO System Model 167
8.2 Beam Training Protocol 168
8.3 IRS Prototyping 175
8.4 IRS-THz Communication Applications 182
9 Joint Design of Beamforming, Phase Shifting, and Power Allocation in a Multi-cluster IRS-NOMA Network 187
Ximing Xie, Fang Fang, and Zhiguo Ding
9.1 Introduction 187
9.2 System Model and Problem Formulation 190
9.3 Alternating Algorithm 193
9.4 Simulation Result 200
9.5 Conclusion 203
10 IRS-Aided Mobile Edge Computing: From Optimization to Learning 207
Xiaoyan Hu, Kai-Kit Wong, Christos Masouros, and Shi Jin
10.1 Introduction 207
10.2 System Model and Objective 208
10.3 Optimization-Based Approaches to IRS-Aided MEC 211
10.4 Deep Learning Approaches to IRS-Aided MEC 216
10.5 Comparative Evaluation Results 222
10.6 Conclusions 226
11 Interference Nulling Using Reconfigurable Intelligent Surface 229
Tao Jiang, Foad Sohrabi, and Wei Yu
11.1 Introduction 229
11.2 System Model 231
11.3 Interference Nulling via RIS 232
11.4 Learning to Minimize Interference 241
11.5 Conclusions 247
12 Blind Beamforming for IRS Without Channel Estimation 251
Kaiming Shen and Zhi-Quan Luo
12.1 Introduction 251
12.2 System Model 252
12.3 Random-Max Sampling (RMS) 254
12.4 Conditional Sample Mean (CSM) 255
12.5 Some Comments on CSM 257
12.6 Field Tests 262
12.7 Conclusion 268
13 RIS in Wireless Information and Power Transfer 271
Yang Zhao and Bruno Clerckx
13.1 Introduction 271
13.2 RIS-Aided WPT 274
13.3 RIS-Aided WIPT 285
13.4 Conclusion 291
14 Beamforming Design for Self-Sustainable IRS-Assisted MISO Downlink Systems 297
Shaokang Hu and Derrick Wing Kwan Ng
14.1 Introduction 297
14.2 System Model 299
14.3 Problem Formulation 303
14.4 Solution 303
14.5 Numerical Results 307
14.6 Summary 311
14.7 Further Extension 311
15 Optical Intelligent Reflecting Surfaces 315
Hedieh Ajam and Robert Schober
15.1 Introduction 315
15.2 System and Channel Model 317
15.3 Communication Theoretical Modeling of Optical IRSs 319
15.4 Design of Optical IRSs for FSO Systems 327
15.5 Simulation Results 331
15.6 Future Extension 333
Bibliography 334
Index 335
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
