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Recursive Filtering of Networked Systems with Communication Protocol Scheduling
Hardcover
ISBN13: 9781041163176
Publisher: CRC Press
Published: Sep 8 2026
Pages: 182
Weight: 1.03
Height: 0.50 Width: 6.14 Depth: 9.21
Language: English
Recursive Filtering of Networked Systems with Communication Protocol Scheduling explores protocol-based state estimation for complex networked systems including Kalman filtering for nonlinear systems under Round-Robin (RR) and MEF-TOD protocols, finite-horizon robust state estimation under FlexRay protocol, robust filtering for multi-rate systems under RR and stochastic communication protocols, and state estimation under event-triggering protocol and redundant channel for neural networks. This book provides theoretical frameworks using techniques like backward Riccati equations, Kalman filtering theory, Unscented transform, and ellipsoid estimation theory.
Features
- Focuses on the intersection of recursive filtering techniques and communication protocol scheduling
- Introduces communication protocols to allocate limited network resources
- Enhances the reliability and accuracy of information transmission and minimize the occurrence of information conflicts and congestion in the network
- Offers practical strategies for real-world challenges in networked systems
- Explains designing filtering unit for a class of complex networks
This book is aimed at graduate students and researchers in electrical engineering, power systems, control systems.
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