Performance analysis and synthesis for discrete-time stochastic systems with network-enhanced complexities /
Ding, Derui,
Performance analysis and synthesis for discrete-time stochastic systems with network-enhanced complexities / Derui Ding, Zidong Wang, Guoliang Wei. - 1 online resource.
The book addresses the system performance with a focus on the network-enhanced complexities and developing the engineering-oriented design framework of controllers and filters with potential applications in system sciences, control engineering and signal processing areas. Therefore, it provides a unified treatment on the analysis and synthesis for discrete-time stochastic systems with guarantee of certain performances against network-enhanced complexities with applications in sensor networks and mobile robotics. Such a result will be of great importance in the development of novel control and filtering theories including industrial impact. Key Features: Provides original methodologies and emerging concepts to deal with latest issues in the control and filtering with an emphasis on a variety of network-enhanced complexities; Gives results of stochastic control and filtering distributed control and filtering, and security control of complex networked systems; Captures the essence of performance analysis and synthesis for stochastic control and filtering; Concepts and performance indexes proposed reflect the requirements of engineering practice; Methodologies developed in this book include backward recursive Riccati difference equation approach and the discrete-time version of input-to-state stability in probability.
9780429880032 0429880030 9780429465901 0429465904 9780429880025 0429880022 9780429880018 0429880014
Automatic control--Mathematics.
Stochastic processes.
Discrete-time systems.
TECHNOLOGY & ENGINEERING / Engineering (General)
MATHEMATICS / Differential Equations
TECHNOLOGY / Electricity
TJ213
629.801/176
Performance analysis and synthesis for discrete-time stochastic systems with network-enhanced complexities / Derui Ding, Zidong Wang, Guoliang Wei. - 1 online resource.
The book addresses the system performance with a focus on the network-enhanced complexities and developing the engineering-oriented design framework of controllers and filters with potential applications in system sciences, control engineering and signal processing areas. Therefore, it provides a unified treatment on the analysis and synthesis for discrete-time stochastic systems with guarantee of certain performances against network-enhanced complexities with applications in sensor networks and mobile robotics. Such a result will be of great importance in the development of novel control and filtering theories including industrial impact. Key Features: Provides original methodologies and emerging concepts to deal with latest issues in the control and filtering with an emphasis on a variety of network-enhanced complexities; Gives results of stochastic control and filtering distributed control and filtering, and security control of complex networked systems; Captures the essence of performance analysis and synthesis for stochastic control and filtering; Concepts and performance indexes proposed reflect the requirements of engineering practice; Methodologies developed in this book include backward recursive Riccati difference equation approach and the discrete-time version of input-to-state stability in probability.
9780429880032 0429880030 9780429465901 0429465904 9780429880025 0429880022 9780429880018 0429880014
Automatic control--Mathematics.
Stochastic processes.
Discrete-time systems.
TECHNOLOGY & ENGINEERING / Engineering (General)
MATHEMATICS / Differential Equations
TECHNOLOGY / Electricity
TJ213
629.801/176