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- VerlagWiley-IEEE Press
- Erscheinungsdatum2020
- ISBN 10 1119562252
- ISBN 13 9781119562252
- EinbandTapa dura
- SpracheEnglisch
- Anzahl der Seiten496
- HerausgeberLuo Fa-Long
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Machine Learning for Future Wireless Communications (Wiley - IEEE)
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Machine Learning for Future Wireless Communications (Hardcover)
Verlag:
John Wiley & Sons Inc, New York, 2020
ISBN 10: 1119562252
ISBN 13: 9781119562252
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Hardcover. Zustand: new. Hardcover. A comprehensive review to the theory, application and research of machine learning for future wireless communications In one single volume, Machine Learning for Future Wireless Communications provides a comprehensive and highly accessible treatment to the theory, applications and current research developments to the technology aspects related to machine learning for wireless communications and networks. The technology development of machine learning for wireless communications has grown explosively and is one of the biggest trends in related academic, research and industry communities. Deep neural networks-based machine learning technology is a promising tool to attack the big challenge in wireless communications and networks imposed by the increasing demands in terms of capacity, coverage, latency, efficiency flexibility, compatibility, quality of experience and silicon convergence. The author a noted expert on the topic covers a wide range of topics including system architecture and optimization, physical-layer and cross-layer processing, air interface and protocol design, beamforming and antenna configuration, network coding and slicing, cell acquisition and handover, scheduling and rate adaption, radio access control, smart proactive caching and adaptive resource allocations. Uniquely organized into three categories: Spectrum Intelligence, Transmission Intelligence and Network Intelligence, this important resource: Offers a comprehensive review of the theory, applications and current developments of machine learning for wireless communications and networksCovers a range of topics from architecture and optimization to adaptive resource allocationsReviews state-of-the-art machine learning based solutions for network coverageIncludes an overview of the applications of machine learning algorithms in future wireless networksExplores flexible backhaul and front-haul, cross-layer optimization and coding, full-duplex radio, digital front-end (DFE) and radio-frequency (RF) processing Written for professional engineers, researchers, scientists, manufacturers, network operators, software developers and graduate students, Machine Learning for Future Wireless Communications presents in 21 chapters a comprehensive review of the topic authored by an expert in the field. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Bestandsnummer des Verkäufers 9781119562252
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Machine Learning for Future Wireless Communications
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Machine Learning for Future Wi
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Machine Learning for Future Wireless Communications (IEEE Press)
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Machine Learning for Future Wireless Communications
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Machine Learning for Future Wireless Communications
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Machine Learning for Future Wireless Communications
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Machine Learning for Future Wireless Communications (Hardcover)
Verlag:
John Wiley & Sons Inc, New York, 2020
ISBN 10: 1119562252
ISBN 13: 9781119562252
Neu
Hardcover
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Hardcover. Zustand: new. Hardcover. A comprehensive review to the theory, application and research of machine learning for future wireless communications In one single volume, Machine Learning for Future Wireless Communications provides a comprehensive and highly accessible treatment to the theory, applications and current research developments to the technology aspects related to machine learning for wireless communications and networks. The technology development of machine learning for wireless communications has grown explosively and is one of the biggest trends in related academic, research and industry communities. Deep neural networks-based machine learning technology is a promising tool to attack the big challenge in wireless communications and networks imposed by the increasing demands in terms of capacity, coverage, latency, efficiency flexibility, compatibility, quality of experience and silicon convergence. The author a noted expert on the topic covers a wide range of topics including system architecture and optimization, physical-layer and cross-layer processing, air interface and protocol design, beamforming and antenna configuration, network coding and slicing, cell acquisition and handover, scheduling and rate adaption, radio access control, smart proactive caching and adaptive resource allocations. Uniquely organized into three categories: Spectrum Intelligence, Transmission Intelligence and Network Intelligence, this important resource: Offers a comprehensive review of the theory, applications and current developments of machine learning for wireless communications and networksCovers a range of topics from architecture and optimization to adaptive resource allocationsReviews state-of-the-art machine learning based solutions for network coverageIncludes an overview of the applications of machine learning algorithms in future wireless networksExplores flexible backhaul and front-haul, cross-layer optimization and coding, full-duplex radio, digital front-end (DFE) and radio-frequency (RF) processing Written for professional engineers, researchers, scientists, manufacturers, network operators, software developers and graduate students, Machine Learning for Future Wireless Communications presents in 21 chapters a comprehensive review of the topic authored by an expert in the field. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Bestandsnummer des Verkäufers 9781119562252
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Machine Learning for Future Wireless Communications
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