Stochastic delay estimation and adaptive control of networked control systems

Authors:
Chunmao Li;Jian Xiao;Yue Zhang
Affiliations:
School of Electrical Engineering, Southwest Jiaotong University, Chengdu, P.R.China;School of Electrical Engineering, Southwest Jiaotong University, Chengdu, P.R.China;School of Electrical Engineering, Southwest Jiaotong University, Chengdu, P.R.China
Venue:
SMO'06 Proceedings of the 6th WSEAS International Conference on Simulation, Modelling and Optimization
Year:
2006

Citing 1
Cited 1

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Abstract

An adaptive algorithm is introduced in this paper to estimate random communication time delay in Networked Control Systems (NCS). The algorithm updates an adaptive delay estimate using gradient descent method, and identifies plant parameters by a modified RLS. By using this algorithm, future control sequences are generated to compensate for the communication time delay when control signals are delayed or missed. To illustrate the improvement in control performance using the proposed method, simulation results are presented to show that the method is superior to the standard networked predictive control.