Cong Zhang, Hao Ye. Consistency and Asymptotic Property of a Weighted Least Squares Method for Networked Control Systems[J]. , 2014, 22(7): 754-761.
DOI:
Cong Zhang, Hao Ye. Consistency and Asymptotic Property of a Weighted Least Squares Method for Networked Control Systems[J]. , 2014, 22(7): 754-761.DOI: 10.1016/j.cjche.2014.05.001.
Consistency and Asymptotic Property of a Weighted Least Squares Method for Networked Control Systems
摘要
Abstract
In this paper
we study the problems related to parameter estimation of a single-input and single-output networked control system
which contains possible network-induced delays and packet dropout in both of sensor-to-controller path and controller-to-actuator path. A weighted least squares (WLS) method is designed to estimate the parameters of plant
which could overcome the data uncertainty problemcaused by delays and dropout. ThisWLSmethod is proved to be consistent and has a good asymptotic property. Simulation examples are given to validate the results.
关键词
Keywords
references
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