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An Estimation Algorithm for a Class of Networked Control Systems Using UDP-Like Communication Schemes

Epstein, Michael and Shi, Ling and Murray, Richard M. (2006) An Estimation Algorithm for a Class of Networked Control Systems Using UDP-Like Communication Schemes. In: Proceedings of the 45th IEEE Conference on Decision and Control. IEEE Conference on Decision and Control . IEEE , Piscataway, NJ, pp. 5597-5603. ISBN 978-1-4244-0170-3. https://resolver.caltech.edu/CaltechAUTHORS:20110203-112414637

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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. In this case 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 the control packet. Standard observer based estimators assume the estimator has knowledge of what control signal is applied to the plant. Under the UDP-like protocol the controller/estimator does not have explicit knowledge whether the control signals have been applied to the plant or not. We present a simple estimation and control algorithm that consists of a state and mode observer as well as a constraint on the control signal sent to the plant. For the class of systems considered, discrete time LTI plants where at least one of the states that is directly affected by the input is also part of the measurement vector, the estimator is able to recover the fate of the control packet from the measurement at the next timestep and exhibit better performance than other naive schemes. For single-input-single-output (SISO) systems we are able to show convergence properties of the estimation error and closed loop stability. Simulations are provided to demonstrate the algorithm and show its effectiveness.


Item Type:Book Section
Related URLs:
URLURL TypeDescription
http://dx.doi.org/10.1109/CDC.2006.377481 DOIUNSPECIFIED
http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4177793PublisherUNSPECIFIED
ORCID:
AuthorORCID
Murray, Richard M.0000-0002-5785-7481
Additional Information:© 2006 IEEE. Issue Date: 13-15 Dec. 2006. Date of Current Version: 07 May 2007. The authors gratefully acknowledge the insightful conversations with Antonis Papachristodoulou.
Other Numbering System:
Other Numbering System NameOther Numbering System ID
INSPEC Accession Number9409079
Series Name:IEEE Conference on Decision and Control
DOI:10.1109/CDC.2006.377481
Record Number:CaltechAUTHORS:20110203-112414637
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20110203-112414637
Official Citation:Epstein, M.; Ling Shi; Murray, R.M.; , "An Estimation Algorithm for a Class of Networked Control Systems Using UDP-Like Communication Schemes," Decision and Control, 2006 45th IEEE Conference on , vol., no., pp.5597-5603, 13-15 Dec. 2006 doi: 10.1109/CDC.2006.377481 URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=4177793&isnumber=4176993
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:21982
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:01 Mar 2011 00:04
Last Modified:09 Nov 2021 16:02

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