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Variable Gain Design in Stochastic Iterative Learning Control
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Variable Gain Design in Stochastic Iterative Learning Control

2024 ed.

Book Details

Format Hardback or Cased Book
ISBN-10 9819782805
ISBN-13 9789819782802
Edition 2024 ed.
Publisher Springer Verlag, Singapore
Imprint Springer Verlag, Singapore
Country of Manufacture GB
Country of Publication GB
Publication Date Jan 3rd, 2025
Print length 350 Pages
Ksh 23,400.00
Werezi Extended Catalogue 0 in stock

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This book investigates the critical gain design in stochastic iterative learning control (SILC), including four specific gain design strategies: decreasing gain design, adaptive gain design, event-triggering gain design, and optimal gain design.

This book investigates the critical gain design in stochastic iterative learning control (SILC), including four specific gain design strategies: decreasing gain design, adaptive gain design, event-triggering gain design, and optimal gain design. The key concept for the gain design is to balance multiple performance indices such as high tracking precision, effective noise reduction, and fast convergence speed. These gain design techniques can be applied to various control algorithms for stochastic systems to realize a high tracking performance. This book provides a series of design and analysis techniques for the establishment of a systematic framework of gain design in SILC. The book is intended for scholars and graduate students who are interested in stochastic control, recursive algorithms design, and iterative learning control.


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