Intelligent Control and Learning Systems: Theories and Algorithms

Hu, Jun; Wang, Zidong; Jia, Chaoqing

This book is concerned with the variance-constrained optimized filtering problems and their potential applications for nonlinear time-varying dynamical systems. The distinguished features of this book are highlighted as follows.

(1) A unified framework is provided for handling the variance-constrained filtering problems of nonlinear time-varying dynamical systems with incomplete information.

(2) The application potentials of variance-constrained optimized filtering in networked time-varying dynamical systems are outlined. It contains some new concepts, new models and new methodologies with practical significance in control engineering and signal processing.

It is a collection of several research results and thereby serves as a useful reference for upper undergraduate, postgraduate and engineers who are interested in studying (i) the variance-constrained filtering, (ii) recent advances affected by incomplete information and (iii) potential applications in practical engineering systems.

Details

Published by: Springer

Publication Date: 2025-04-30

Format: Hardcover

ISBN-13: 9789819626366

DOI: 10.1007/978-981-96-2637-3

Dimensions: 235cm x155cm

Pages: 310