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Название: Data-Rate-Constrained State Estimation and Control of Complex Networked Systems
Автор: Licheng Wang, Zidong Wang, Guoliang Wei
Издательство: CRC Press
Год: 2025
Страниц: 247
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB
This book presents research developments and novel methodologies on data-rate-constrained control and state estimation for complex networked systems with different kinds of encoding-decoding mechanisms. It describes framework of state estimator and controller design, stability and performance analysis for data-rate constrained complex systems with various kinds of encoding-decoding schemes and so forth. Simulations given in this book are constructed by applying MATLAB software package. The objective of this book is to present the state-of-the-art research developments and novel methodologies on data-rate-constrained control and state estimation for complex networked systems with different kinds of encoding-decoding mechanisms. The contents of this book can be divided into two parts, where the first part (Chapters 2–5) addresses the data-constrained control/state estimation problems under uniform-quantization-based encoding-decoding scheme for complicated systems (e.g. neural networks, complex networks and multi-agent systems) and the second part (Chapters 6–9) introduces both the multiple description encoding mechanism and the event-based encoding protocol into the networked systems to cope with the data constraint issue.
Автор: Licheng Wang, Zidong Wang, Guoliang Wei
Издательство: CRC Press
Год: 2025
Страниц: 247
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB
This book presents research developments and novel methodologies on data-rate-constrained control and state estimation for complex networked systems with different kinds of encoding-decoding mechanisms. It describes framework of state estimator and controller design, stability and performance analysis for data-rate constrained complex systems with various kinds of encoding-decoding schemes and so forth. Simulations given in this book are constructed by applying MATLAB software package. The objective of this book is to present the state-of-the-art research developments and novel methodologies on data-rate-constrained control and state estimation for complex networked systems with different kinds of encoding-decoding mechanisms. The contents of this book can be divided into two parts, where the first part (Chapters 2–5) addresses the data-constrained control/state estimation problems under uniform-quantization-based encoding-decoding scheme for complicated systems (e.g. neural networks, complex networks and multi-agent systems) and the second part (Chapters 6–9) introduces both the multiple description encoding mechanism and the event-based encoding protocol into the networked systems to cope with the data constraint issue.