Analysis and Synthesis for Networked Multi-Rate Systems

This book provides novel state estimation methods for multi-rate systems, including those with complex networked-induced phenomena and communication protocols. It utilizes techniques from Lyapunov stability theory, optimal estimation theory, lifting technique, and convex optimization. The book is suitable for graduate students and researchers in signal processing, control systems, and electrical engineering.

Format: Hardback
Length: 241 pages
Publication date: 18 December 2023
Publisher: Taylor & Francis Ltd

This book offers groundbreaking state estimation techniques for a diverse range of networked multi-rate systems, encompassing a wide array of complex networked-induced phenomena and communication protocols. The systems under investigation encompass a spectrum of dynamic systems, including stochastic nonlinear systems, time-delay systems, linear repetitive processes, and artificial neural networks. The employed methodologies primarily revolve around the principles of Lyapunov stability theory, optimal estimation theory, the lifting technique, and certain convex optimization methods.

Key Features:

Comprehensive Examination: This book provides a systematic exploration of state estimation for multi-rate systems, delving into the challenges posed by network-induced complexities. It offers comprehensive insights into state estimation problems across various multi-rate systems, including multi-rate nonlinear systems, multi-rate neural networks, and multi-rate linear repetitive processes.

Network-Enhanced Complexities: The book addresses the impact of networks on state estimation, considering factors such as network-enhanced delays, packet losses, and channel impairments. It explores the challenges associated with these complexities and develops effective estimation algorithms to mitigate their effects.

Applications in Real-World Systems: The book includes case studies showcasing the practical applications of developed estimation algorithms in real-world systems. These case studies encompass practical examples such as DC servo systems and continuous stirred tank reactor systems, demonstrating the effectiveness of the proposed techniques in practical scenarios.

Target Audience: Analysis and Synthesis for Networked Multi-Rate Systems is primarily designed for graduate students and researchers in the fields of signal processing, control systems, and electrical engineering. It serves as a valuable resource for those seeking to advance their knowledge and expertise in the area of state estimation for networked multi-rate systems.

Weight: 639g
Dimension: 234 x 156 (mm)
ISBN-13: 9781032555621