Machine Learning, Deep Learning and Computational Intelligence for Wireless Communication


Machine Learning, Deep Learning and Computational Intelligence for Wireless Communication:Proceedings of MDCWC 2020 (Lecture Notes in Electrical Engineering Book 749)
by:E. S. Gopi
Publisher Finelybook 出版社:Springer; 1st ed. 2021 edition (29 May 2021)
Language 语言:English
pages 页数:662 pages
ISBN-10 书号:9811602883
ISBN-13 书号:9789811602887

Book Description
Machine Learning, Deep Learning and Computational Intelligence for Wireless Communication:Proceedings of MDCWC 2020 (Lecture Notes in Electrical Engineering, 749)

This book is a collection of best selected research papers presented at the Conference on Machine Learning, Deep Learning and Computational Intelligence for Wireless Communication (MDCWC 2020) held during October 22nd to 24th 2020, at the Department of Electronics and Communication Engineering, National Institute of Technology Tiruchirappalli, India. The presented papers are grouped under the following topics (a) Machine Learning, Deep learning and Computational intelligence algorithms (b)Wireless communication systems and (c) Mobile data applications and are included in the book. The topics include the latest research and results in the areas of network prediction, traffic classification, call detail record mining, mobile health care, mobile pattern recognition, natural language processing, automatic speech processing, mobility analysis, indoor localization, wireless sensor networks (WSN), energy minimization, routing, scheduling, resource allocation, multiple access, power control, malware detection, cyber security, flooding attacks detection, mobile apps sniffing, MIMO detection, signal detection in MIMO-OFDM, modulation recognition, channel estimation, MIMO nonlinear equalization, super-resolution channel and direction-of-arrival estimation. The book is a rich reference material for academia and industry.

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