Integrated Sensing and Communications for Future Wireless Networks: Principles, Advances and Key Enabling Technologies
Editat de Aryan Kaushiken Limba Engleză Paperback – dec 2024
Gives an overview of ISAC technology – its potential, the challenges and future research trajectory
• Presents the future directions of ISAC
• Includes discussion of the following technologies:
i. Intelligent Metasurfaces for ISAC
ii. Machine Learning and AI for ISAC
iii. ISAC Waveform Design and Full-Duplex
iv. Millimeter Wave, Terahertz, and Beamforming for ISAC
v. Network Architectural Aspects of Integrating Sensing
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Specificații
ISBN-13: 9780443221439
ISBN-10: 044322143X
Pagini: 375
Dimensiuni: 191 x 235 mm
Greutate: 0.45 kg
Editura: ELSEVIER SCIENCE
ISBN-10: 044322143X
Pagini: 375
Dimensiuni: 191 x 235 mm
Greutate: 0.45 kg
Editura: ELSEVIER SCIENCE
Cuprins
1. Introduction to Integrated Sensing and Communications for the Next Generation of Wireless
Section 1: Intelligent Metasurfaces for ISAC
2. RIS for Integrated Sensing and Communications
3. Holographic Integrated Sensing and Communications
4. Reconfigurable Intelligent Surface Empowered Integrated Sensing and Communications: Principle, Modeling, and Optimization
Section 2: Machine Learning and AI
5. Channel Estimation in ISAC-IRS Systems Using Machine Learning Approaches
6. Integrated ISAC and Federated Learning in Wireless Edge Networks
Section 3: ISAC Waveform Design and Full-Duplex
7. Communication-Centric Multi-Metric ISAC Waveform Optimization
8. Waveform Design with Constant Peak-to-Average Power Ratio
9. Detection of Integrated Sensing and Communications Waveforms
10. Full-Duplex Systems for Integrated Sensing and Communications
11. Linear and Non-Linear Transmit Waveform and Receiver design for Joint Radar-Communication Systems
Section 4: Millimeter Wave, Terahertz and Beamforming for ISAC
12. Beamforming Architectures for Integrated Sensing and Communications in Millimeter-wave and Terahertz
13. Flexible Hybrid Precoding for Integrated Sensing and Communications
Section 5: Network architectural aspects of integrating sensing into cellular systems
14. RAN architecture and implementation requirements for ISAC
Section 6: Multiple Access and Interference Management
15. Multiple Access for Integrated Sensing and Communications
16. Self-interference Suppression Techniques in Integrated Sensing and Communication Systems
Section 7: Conclusion and Future Prospects
17. ISAC Standardization and Synergies with Key Technology Enablers: Summary and Future Prospects
18. Hybrid RIS for Integrated Sensing and Communications
Section 1: Intelligent Metasurfaces for ISAC
2. RIS for Integrated Sensing and Communications
3. Holographic Integrated Sensing and Communications
4. Reconfigurable Intelligent Surface Empowered Integrated Sensing and Communications: Principle, Modeling, and Optimization
Section 2: Machine Learning and AI
5. Channel Estimation in ISAC-IRS Systems Using Machine Learning Approaches
6. Integrated ISAC and Federated Learning in Wireless Edge Networks
Section 3: ISAC Waveform Design and Full-Duplex
7. Communication-Centric Multi-Metric ISAC Waveform Optimization
8. Waveform Design with Constant Peak-to-Average Power Ratio
9. Detection of Integrated Sensing and Communications Waveforms
10. Full-Duplex Systems for Integrated Sensing and Communications
11. Linear and Non-Linear Transmit Waveform and Receiver design for Joint Radar-Communication Systems
Section 4: Millimeter Wave, Terahertz and Beamforming for ISAC
12. Beamforming Architectures for Integrated Sensing and Communications in Millimeter-wave and Terahertz
13. Flexible Hybrid Precoding for Integrated Sensing and Communications
Section 5: Network architectural aspects of integrating sensing into cellular systems
14. RAN architecture and implementation requirements for ISAC
Section 6: Multiple Access and Interference Management
15. Multiple Access for Integrated Sensing and Communications
16. Self-interference Suppression Techniques in Integrated Sensing and Communication Systems
Section 7: Conclusion and Future Prospects
17. ISAC Standardization and Synergies with Key Technology Enablers: Summary and Future Prospects
18. Hybrid RIS for Integrated Sensing and Communications