Iterative Learning Control over Random Fading Channels - Couverture souple

Shen, Dong; Yu, Xinghuo

 
9781032646435: Iterative Learning Control over Random Fading Channels
Couverture souple
ISBN 10 : 1032646438 ISBN 13 : 9781032646435
Editeur : CRC Press, 2025

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Dong Shen is a Professor at the School of Mathematics, Renmin University of China, Beijing, China. His research interests include iterative learning control, stochastic optimization, and distributed artificial intelligence.

Xinghuo Yu is the Distinguished Professor, a Vice-Chancellor's Professorial Fellow, and an Associate Deputy Vice-Chancellor at the Royal Melbourne Institute of Technology (RMIT University), Melbourne, Australia. He is a Fellow of the Australian Academy of Science, an Honorary Fellow of Engineers Australia, and a Fellow of the IEEE and several other professional associations.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
CRC Press
Date d'édition
2025
Langue
anglais
ISBN 10 
1032646438
ISBN 13 
9781032646435
Reliure
Broché
Nombre de pages
356
Coordonnées du fabricant
non disponible
Personne responsable
non disponible

Autres éditions populaires du même titre

9781032646374: Iterative Learning Control over Random Fading Channels

Edition présentée

ISBN 10 :  1032646373 ISBN 13 :  9781032646374
Editeur : CRC Press, 2023
Couverture rigide