Analysis and Design of Networked Control Systems / Communications and Control Engineering (PDF)
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This monograph focuses on characterizing the stability and performance consequences of inserting limited-capacity communication networks within a control loop. The text shows how integration of the ideas of control and estimation with those of communication and information theory can be used to provide important insights concerning several fundamental problems such as:
· minimum data rate for stabilization of linear systems over noisy channels;
· minimum network requirement for stabilization of linear systems over fading channels; and
· stability of Kalman filtering with intermittent observations.
A fundamental link is revealed between the topological entropy of linear dynamical systems and the capacities of communication channels. The design of a logarithmic quantizer for the stabilization of linear systems under various network environments is also extensively discussed and solutions to many problems of Kalman filtering with intermittent observations are demonstrated.
Analysis and Design of Networked Control Systems will interest control theorists and engineers working with networked systems and may also be used as a resource for graduate students with backgrounds in applied mathematics, communications or control who are studying such systems.
The Communications and Control Engineering series reports major technological advances which have potential for great impact in the fields of communication and control. It reflects research in industrial and academic institutions around the world so that the readership can exploit new possibilities as they become available.
Nan Xiao received the B.E. and M.E. degrees in electrical engineering and automation from Tianjin University, China in 2005 and 2007, respectively, and the Ph.D. degree in electrical and electronic engineering from Nanyang Technological University, Singapore in 2012. Currently, he is a postdoctoral fellow in the school of electrical and electronic engineering, Nanyang Technological University. His research interests include networked control systems, and robust and stochastic control theory.
Lihua Xie received the Ph.D. degree in electrical engineering from the University of Newcastle, Australia. Currently, he is a professor and head of division of control and instrumentation in the School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore. His research interests include robust control and estimation,
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