Sequential Learning and Decision-Making in Wireless Resource Management

Nonfiction, Computers, Networking & Communications, Hardware, Science & Nature, Technology, Telecommunications, General Computing
Cover of the book Sequential Learning and Decision-Making in Wireless Resource Management by Rong Zheng, Cunqing Hua, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Rong Zheng, Cunqing Hua ISBN: 9783319505022
Publisher: Springer International Publishing Publication: January 5, 2017
Imprint: Springer Language: English
Author: Rong Zheng, Cunqing Hua
ISBN: 9783319505022
Publisher: Springer International Publishing
Publication: January 5, 2017
Imprint: Springer
Language: English

This book lays out the theoretical foundation of the so-called multi-armed bandit (MAB) problems and puts it in the context of resource management in wireless networks. Part I of the book presents the formulations, algorithms and performance of three forms of MAB problems, namely, stochastic, Markov and adversarial. Covering all three forms of MAB problems makes this book unique in the field. Part II of the book provides detailed discussions of representative applications of the sequential learning framework in cognitive radio networks, wireless LANs and wireless mesh networks. 

Both individuals in industry and those in the wireless research community will benefit from this comprehensive and timely treatment of these topics. Advanced-level students studying communications engineering and networks will also find the content valuable and accessible.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This book lays out the theoretical foundation of the so-called multi-armed bandit (MAB) problems and puts it in the context of resource management in wireless networks. Part I of the book presents the formulations, algorithms and performance of three forms of MAB problems, namely, stochastic, Markov and adversarial. Covering all three forms of MAB problems makes this book unique in the field. Part II of the book provides detailed discussions of representative applications of the sequential learning framework in cognitive radio networks, wireless LANs and wireless mesh networks. 

Both individuals in industry and those in the wireless research community will benefit from this comprehensive and timely treatment of these topics. Advanced-level students studying communications engineering and networks will also find the content valuable and accessible.

More books from Springer International Publishing

Cover of the book Software Engineering and Algorithms in Intelligent Systems by Rong Zheng, Cunqing Hua
Cover of the book Information Technology in Environmental Engineering by Rong Zheng, Cunqing Hua
Cover of the book Museum Technology and Architecture by Rong Zheng, Cunqing Hua
Cover of the book Bridge Collapse Frequencies versus Failure Probabilities by Rong Zheng, Cunqing Hua
Cover of the book Risk Assessment and Risk-Driven Testing by Rong Zheng, Cunqing Hua
Cover of the book International Scientific Conference Energy Management of Municipal Facilities and Sustainable Energy Technologies EMMFT 2018 by Rong Zheng, Cunqing Hua
Cover of the book Heat Transfer Due to Laminar Natural Convection of Nanofluids by Rong Zheng, Cunqing Hua
Cover of the book Environmental Accounting and Reporting by Rong Zheng, Cunqing Hua
Cover of the book Sustainability Improvements in the Concrete Industry by Rong Zheng, Cunqing Hua
Cover of the book Simulation-Driven Design by Knowledge-Based Response Correction Techniques by Rong Zheng, Cunqing Hua
Cover of the book Atlas of Implant Dentistry and Tooth-Preserving Surgery by Rong Zheng, Cunqing Hua
Cover of the book Adipose Tissue Biology by Rong Zheng, Cunqing Hua
Cover of the book Human Aspects of Information Security, Privacy, and Trust by Rong Zheng, Cunqing Hua
Cover of the book Abstract Algebra by Rong Zheng, Cunqing Hua
Cover of the book Quality of Life and Well-Being in an Indian Ethnic Community by Rong Zheng, Cunqing Hua
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy