Dong Shen,Xinghuo Yu
Iterative Learning Control over Random Fading Channels
Iterative Learning Control over Random Fading Channels
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- More about Iterative Learning Control over Random Fading Channels
The book "Learning Control for Stochastic Systems with Random Fading Communication" provides a systematic framework for designing and analyzing learning control schemes for stochastic systems with random fading communication. It covers both known and unknown statistics of the fading channels and extends the framework to multi-agent systems, point-to-point tracking systems, and multi-sensor systems. A learning control scheme is established to solve the multi-objective tracking problem with faded measurements, making it useful for practical applications in networked control systems.
Format: Hardback
Length: 338 pages
Publication date: 22 December 2023
Publisher: Taylor & Francis Ltd
Random fading communication is a significant form of attenuation damage that affects data transmission over certain propagation media. In order to address this issue, the book provides a comprehensive framework for designing and analyzing learning control schemes. It delves into the iterative learning control approach for stochastic systems with random fading communication, covering both cases where the statistics of the fading channels are known in advance and unknown. By extending the framework to various systems, such as multi-agent systems, point-to-point tracking systems, and multi-sensor systems, the authors demonstrate its versatility. Moreover, they develop a learning control scheme specifically for solving the multi-objective tracking problem with faded measurements, which has significant practical applications in the field of learning control for high-precision tracking of networked systems.
The book is aimed at researchers and engineers who are interested in learning control, data-driven control, and networked control systems. It offers valuable insights and techniques for developing effective control strategies in these areas. With its comprehensive coverage and practical applications, the book is a valuable resource for anyone seeking to advance their knowledge and expertise in control engineering.
Weight: 820g
Dimension: 234 x 156 (mm)
ISBN-13: 9781032646374
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