Iterative Learning Control over Random Fading Channels

Iterative Learning Control over Random Fading Channels
Author :
Publisher : CRC Press
Total Pages : 357
Release :
ISBN-10 : 9781003821090
ISBN-13 : 100382109X
Rating : 4/5 (09X Downloads)

Book Synopsis Iterative Learning Control over Random Fading Channels by : Dong Shen

Download or read book Iterative Learning Control over Random Fading Channels written by Dong Shen and published by CRC Press. This book was released on 2023-12-22 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: Random fading communication is a type of attenuation damage of data over certain propagation media. Establishing a systematic framework for the design and analysis of learning control schemes, the book studies in depth the iterative learning control for stochastic systems with random fading communication. The authors introduce both cases where the statistics of the random fading channels are known in advance and unknown. They then extend the framework to other systems, including multi-agent systems, point-to-point tracking systems, and multi-sensor systems. More importantly, a learning control scheme is established to solve the multi-objective tracking problem with faded measurements, which can help practical applications of learning control for high-precision tracking of networked systems. The book will be of interest to researchers and engineers interested in learning control, data-driven control, and networked control systems.


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