Wireless AI: Wireless Sensing, Positioning, IoT, and Communications
Cambridge University Press, 10/3/2019
EAN 9781108497862, ISBN10: 1108497861
Hardcover, 622 pages, 25.4 x 17.8 x 3 cm
Language: English
With this groundbreaking text, discover how wireless artificial intelligence (AI) can be used to determine position at centimeter level, sense motion and vital signs, and identify events and people. Using a highly innovative approach that employs existing wireless equipment and signal processing techniques to turn multipaths into virtual antennas, combined with the physical principle of time reversal and machine learning, it covers fundamental theory, extensive experimental results, and real practical use cases developed for products and applications. Topics explored include indoor positioning and tracking, wireless sensing and analytics, wireless power transfer and energy efficiency, 5G and next-generation communications, and the connection of large numbers of heterogeneous IoT devices of various bandwidths and capabilities. Demo videos accompanying the book online enhance understanding of these topics. Providing a unified framework for wireless AI, this is an excellent text for graduate students, researchers, and professionals working in wireless sensing, positioning, IoT, machine learning, signal processing and wireless communications.
1. Principles of time reversal and effective bandwidth
Part I. Indoor Locationing and Tracking
2. Centimeter-accuracy indoor positioning
3. Multi-antenna approach
4. Frequency hopping approach
5. Decimeter-accuracy indoor tracking
Part II. Wireless Sensing and Analytics
6. Wireless events detection
7. Statistical learning for indoor monitoring
8. Radio biometrics for human recognition
9. Vital signs estimation and detection
10. Wireless motion detection
11. Device-free Speed estimation
Part III. Wireless Power Transfer and Energy Efficiency
12. Time-reversal for energy efficiency
13. Power waveforming
14. Joint power waveforming and beamforming
Part IV. 5G Communications and Beyond
15. Time-reversal division multiple access
16. Combating strong-weak resonances in TRDMA
17. Time-reversal massive multipath effect
18. Waveforming
19. Spatial focusing effect for networking
20. Tunnelling effect for cloud radio access network
Part V. IoT Connections
21. Time-reversal for IoT
22. Heterogeneous connections for IoT.