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- Autorius: Guoliang Wei, Shuai Liu, Zidong Wang
- Leidėjas: Taylor & Francis Ltd
- Metai: 2026
- Puslapiai: 216
- ISBN-10: 1041163177
- ISBN-13: 9781041163176
- Kalba: Anglų
Recursive Filtering of Networked Systems with Communication Protocol Scheduling (el. knyga) (skaityta knyga) | knygos.lt
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Aprašymas
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 RR and MEF-TOD protocols, finite-horizon robust state estimation under FlexRay protocol, robust filtering for multi-rate systems under Round-Robin 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
1 Focuses on the intersection of recursive filtering techniques and communication protocol scheduling
2 Introduces communication protocols to allocate limited network resources
3 Enhances the reliability and accuracy of information transmission and minimize the occurrence of information conflicts and congestion in the network
4 Offers practical strategies for real-world challenges in networked systems
5 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.
- Autorius: Guoliang Wei, Shuai Liu, Zidong Wang
- Leidėjas: Taylor & Francis Ltd
- Metai: 2026
- Puslapiai: 216
- ISBN-10: 1041163177
- ISBN-13: 9781041163176
- Kalba: Anglų
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 RR and MEF-TOD protocols, finite-horizon robust state estimation under FlexRay protocol, robust filtering for multi-rate systems under Round-Robin 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
1 Focuses on the intersection of recursive filtering techniques and communication protocol scheduling
2 Introduces communication protocols to allocate limited network resources
3 Enhances the reliability and accuracy of information transmission and minimize the occurrence of information conflicts and congestion in the network
4 Offers practical strategies for real-world challenges in networked systems
5 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.
Atsiliepimai