Optimal linear quadratic control for wireless sensor and actuator networks with random delays and packet dropouts

Author:

Wang Zhuwei123,Liu Lihan14,Fang Chao123,Wang Xiaodong5,Si Pengbo123,Wu Hong4

Affiliation:

1. Beijing Advanced Innovation Center for Future Internet Technology, Beijing University of Technology, Beijing, P.R. China

2. School of Information and Communications Engineering, Beijing University of Technology, Beijing, P.R. China

3. Beijing Laboratory of Advanced Information Networks, Beijing University of Technology, Beijing, P.R. China

4. Beijing University of Posts and Telecommunications, Beijing, P.R. China

5. Electrical Engineering Department, Columbia University, New York, USA

Abstract

In this article, the optimal linear quadratic control problem is considered for the wireless sensor and actuator network with stochastic network-induced delays and packet dropouts. Considering the event-driven relay nodes, the optimal solution is obtained, which is a function of the current plant state and all past control signals. It is shown that the optimal control law is the same for all locations of the controller placement. Since the perfect plant state information is available at the sensor, the optimal controller should be collocated with the sensor. In addition, some issues such as the plant state noise and suboptimal solution are also discussed. The performance of the proposed scheme is investigated by an application of the load frequency control system in power grid.

Funder

National Natural Science Foundation of China

Foundation of Beijing Municipal Commission of Education

Publisher

SAGE Publications

Subject

Computer Networks and Communications,General Engineering

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