Energy‐efficient distributed control of large‐scale systems: A switched system approach |
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| Authors: | Dan Zhang Peng Shi Qing‐Guo Wang |
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| Affiliation: | 1. Department of Automation, Zhejiang University of Technology, Hangzhou, China;2. School of Electrical and Electronic Engineering, University of Adelaide, Adelaide, SA, Australia;3. College of Automation, Harbin Engineering University, Harbin, China;4. College of Engineering and Science, Victoria University, Melbourne, Australia;5. Department of Electrical Electronic Engineering Science, University of Johannesburg, Johannesburg, South Africa |
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| Abstract: | This paper is concerned with the sensor‐network‐based distributed control of large‐scale systems with the power constraint. In the underlying system, the measurement is firstly sampled under nonuniform sampling periods, which are varying in a given set. Then, the measurement size reduction technique and communication rate reduction method are used to save the constrained power in sensor networks. Specifically, only one element of sampled measurement is chosen at each sampling time instant, and it is then quantized and transmitted to the neighbouring controllers. Based on the switched system approach, a unified model is presented to capture the nonuniform sampling, the measurement size reduction, the transmission rate reduction and the controller failure phenomenon. A new sufficient condition is obtained such that the filtering error system is exponentially stable in the mean‐square sense with a prescribed H∞ performance level. Based on this condition, the controller gains are designed by using the cone complementarity linearization algorithm. Finally, a simulation study is given to show the effectiveness of the proposed new design technique. Copyright © 2015 John Wiley & Sons, Ltd. |
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| Keywords: | distributed control sensor network energy‐efficient nonuniform sampling measurement size reduction communication rate reduction |
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