DocumentCode
2828918
Title
Estimation schemes for networked control systems using UDP-like communication
Author
Epstein, Michael ; Shi, Ling ; Murray, Richard M.
Author_Institution
California Inst. of Technol., Pasadena
fYear
2007
fDate
12-14 Dec. 2007
Firstpage
3945
Lastpage
3951
Abstract
In this work we consider a class of networked control systems (NCS) when the control signal is sent to the plant via a UDP-like communication protocol, the controller sends a communication packet to the plant across a lossy network but the controller does not receive any acknowledgement signal indicating the status of reception/delivery of the control packet. Standard observer based estimators assume the estimator has knowledge of what control signal is applied to the plant, but under the UDP-like communication scheme the estimator does not know what control is applied. Continuing previous work, we present a simple estimation algorithm consisting of a state estimator and mode observer. For single input systems we can add an extra control signal that guarantees recovery of the fate of the control packet. Using a modified state feedback with the added input we can guarantee the estimation error is bounded as is the expected value of the state. This extra input is removed and sufficient conditions on the system properties are given to assure the estimation remain bounded. Comparisons are made between the algorithm presented and the method of unknown input observer. Simulations are provided to demonstrate the algorithm.
Keywords
distributed parameter systems; state estimation; state feedback; transport protocols; UDP-like communication protocol; control packet; estimation error; estimation schemes; modified state feedback; networked control systems; state estimator; Communication standards; Communication system control; Control systems; Estimation error; Networked control systems; Observers; Protocols; State estimation; State feedback; Sufficient conditions;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2007 46th IEEE Conference on
Conference_Location
New Orleans, LA
ISSN
0191-2216
Print_ISBN
978-1-4244-1497-0
Electronic_ISBN
0191-2216
Type
conf
DOI
10.1109/CDC.2007.4434841
Filename
4434841
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