Integrated Sensing and Communications for Future Wireless Networks

Prof. Aryan Kaushik is an Associate Professor at the Manchester Metropolitan University, UK, associated with the Department of Computing and Mathematics.

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