K. J. Ray Liu, Beibei WangCambridge University Press, 10/3/2019EAN 9781108497862, ISBN10: 1108497861Hardcover, 622 pages, 25.4 x 17.8 x 3 cmLanguage: EnglishWith 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 bandwidthPart I. Indoor Locationing and Tracking2. Centimeter-accuracy indoor positioning3. Multi-antenna approach4. Frequency hopping approach5. Decimeter-accuracy indoor trackingPart II. Wireless Sensing and Analytics6. Wireless events detection7. Statistical learning for indoor monitoring8. Radio biometrics for human recognition9. Vital signs estimation and detection10. Wireless motion detection11. Device-free Speed estimationPart III. Wireless Power Transfer and Energy Efficiency12. Time-reversal for energy efficiency13. Power waveforming14. Joint power waveforming and beamformingPart IV. 5G Communications and Beyond15. Time-reversal division multiple access16. Combating strong-weak resonances in TRDMA17. Time-reversal massive multipath effect18. Waveforming19. Spatial focusing effect for networking20. Tunnelling effect for cloud radio access networkPart V. IoT Connections21. Time-reversal for IoT22. Heterogeneous connections for IoT.
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