Title
Moving horizon estimation for multirate systems with time-varying time-delays
Abstract
This paper presents a moving horizon estimation approach for the multirate sampled-data system with unknown time-delay sequence. To estimate the unknown variables of interest, two main challenging issues need to be addressed: (a) synthesizing the multirate input and output data for state estimation, (b) simultaneously estimating the continuous state and discrete time-delay sequence. In this work a moving horizon estimation based approach is developed to tackle these issues. The proposed approach can simultaneously estimate both the continuous states and discrete time-delay sequence for dynamic systems. The effects of different noise level on the estimation of continuous states and discrete time-delay sequence are analyzed. The effectiveness of this method is illustrated through a simulation study.
Year
DOI
Venue
2019
10.1016/j.jfranklin.2018.12.006
Journal of the Franklin Institute
Field
DocType
Volume
Control theory,Noise level,Input/output,Moving horizon estimation,Mathematics,Dynamical system
Journal
356
Issue
ISSN
Citations 
4
0016-0032
1
PageRank 
References 
Authors
0.35
36
4
Name
Order
Citations
PageRank
Ya Gu11377.37
Yongxin Chou274.48
Jicheng Liu362.08
Yan Ji4112.55