DocumentCode :
1180411
Title :
The problem of state estimation via asynchronous communication channels with irregular transmission times
Author :
Matveev, Alexey S. ; Savkin, Andrey V.
Author_Institution :
Sch. of Electr. Eng. & Telecommun., New South Wales Univ., Sydney, NSW, Australia
Volume :
48
Issue :
4
fYear :
2003
fDate :
4/1/2003 12:00:00 AM
Firstpage :
670
Lastpage :
676
Abstract :
We study a linear discrete-time partially observed system perturbed by white noises. The observations are transmitted to the estimator via communication channels with irregular transmission times. Various measurement signals and even parts of a given sensor output may incur independent delays; messages transferred via the channels may be lost or corrupted. The minimum variance state estimation problem is solved. It is shown that the proposed state estimator is exponentially stable under natural assumptions.
Keywords :
asymptotic stability; channel estimation; discrete time systems; linear systems; message passing; state estimation; white noise; communication channels; delays; discrete-time system; exponential stability; linear system; message transfer; networked control systems; partially observed system; state estimation; white noises; Aircraft manufacture; Asynchronous communication; Automotive engineering; Communication channels; Communication system control; Control systems; Delay estimation; Delay systems; Sensor systems; State estimation;
fLanguage :
English
Journal_Title :
Automatic Control, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9286
Type :
jour
DOI :
10.1109/TAC.2003.809771
Filename :
1193753
Link To Document :
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