Intelligent Computing and Communication Systems / Algorithms for Intelligent Systems (PDF)
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This book discusses a number of intelligent algorithms which are being developed and explored for the next-generation communication systems. These include algorithms enabled with artificial intelligence, machine learning, artificial neural networks, reinforcement learning, fuzzy logic, swarm intelligence and cognitive capabilities. The book provides a comprehensive and insightful understanding of these algorithms, in context with their applications developed recently and also for immediate future communication technologies. It also covers the topics on how to develop intelligent algorithms for computing functionality in the end-to-end networking platforms. Moreover, the book also covers the recent developments, open technological challenges and future directions in the areas of data analysis, applications of the game theory, autonomous entities, evolutionary computation, smart ubiquitous computing and intelligent architectures with major focus on communication technologies and computing platforms.
Dr. Carlos A. Coello Coello received a Ph.D. in Computer Science from Tulane University (USA) in 1996. He is currently Full Professor with distinction (Investigador Cinvestav 3F) at CINVESTAV-IPN, Mexico City, Mexico. He has done pioneering research work on evolutionary multi-objective optimization and developed the first micro-genetic algorithm for multi-objective optimization and the first Pareto-based multi-objective artificial immune system. He has published over 480 papers in international peer-reviewed journals, book chapters and conferences and co-authored the book "Evolutionary Algorithms for Solving Multi-Objective Problems". With 46,000 citations, his h-index rises to 83. He received 2007 National Research Award, Mexican Academy of Science. He is IEEE Fellow for "contributions to multi-objective optimization
Dr. Poonam Jindal is working with ECE Department National Institute of Technology Kurukshetra. She received her Ph.D. in Electronics and Communication Engineering from NIT Kurukshetra in 2016. She obtained degrees of M.Tech. and B.Tech. in 2005 and 2003, respectively. She has published 60 papers in various international journals and conferences and book chapters. Her research interests include wireless network security, wireless communication, physical layer security, Internet of things, and security optimization in wireless networks. She is IEEE Member and Regular Reviewer for various reputed international journals and conferences.
Pankaj Verma received AMIETE (Associate Member of Institute of Electronics and Telecommunication Engineering) degree from Institute of Electronics and Telecommunication Engineers, New Delhi in 2009, M Tech in Microwave and Optical Communication from Delhi Technological University (formerly Delhi College of Engineering) in 2011 and Ph.D. from National Institute of Technology, Kurukshetra in 2017. He has been awarded Gold Medal in AMIETE (2009). Currently, he is working as an Assistant Professor in Electronics and Communication Engineering Department, National Institute of Technology, Kurukshetra, India. He has published several research papers in International/National journals and conferences. He is also having one-year industrial experience in Intellectual Property (IP) domain and earlier served Indian AirForce for three years. His research interests are in Wireless Communications, Cognitive Radio Systems, Optical Communication, Signal Processing, Visible Light Communication, Security, Machine Learning, Artificial Intelligence and Photonics Crystal Fibre Sensors.
- 2021, 1st ed. 2021, 417 Seiten, Englisch
- Herausgegeben: Brahmjit Singh, Carlos A. Coello Coello, Poonam Jindal, Pankaj Verma
- Verlag: Springer Nature Singapore
- ISBN-10: 9811612951
- ISBN-13: 9789811612954
- Erscheinungsdatum: 21.06.2021
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- Dateiformat: PDF
- Größe: 17 MB
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