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In this work from leading figures in the field, Lee, Lee, and Lin describe methods of integrated sensing and communication (ISAC) and artificial intelligence-aided radio systems to provide improved efficiency and performance to wireless users using next-generation (6G) communications systems.
Ta-Sung Lee is Senior Vice President, Chair Professor of Department of Electronics and Electronical Engineering, and the Director of the IoT Intelligent Systems Research Center at National Yang Ming Chiao Tung University, Taiwan. He is a Fellow of the IEEE, and obtained his PhD from Purdue University in 1989. Ming-Chun Lee is associate professor at the Institute of Communications Engineering at National Yang Ming Chiao Tung University, Taiwan. He gained his PhD from the University of Southern California in Electrical Engineering in 2020. Chia-Hung Lin is a research assistant at North Carolina State University and is completing his PhD in Electrical and Computer Engineering at North Carolina State University, USA.
1. Introduction I Wireless Communication Basics 2. Wireless Channels and signal models 3. OFDM principles 4. MIMO signal processing in communication systems 5. Interference management and multiple access in communication systems II Radar Sensing Basics 6. Waveform designs and basic signal processing in radar systems 7. MIMO signal processing in radar systems 8. Interference mitigation in radar systems III Integrated Sensing and Communication (ISAC) Systems 9. ISAC systems and architectures 10. ISAC transceiver design principles IV Learning-Based Enhancements 11. Machine learning techniques 12. DL-based signal processing in communication systems 13. DL-based interference mitigation in communication systems 14. DL-based signal processing in radar systems 15. DL-based interference mitigation in radar systems 16. DL-based signal processing in ISAC systems
