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LQG control for systems with random unbounded communication delay

Bengtsson, Fredrik and Hassibi, Babak and Wik, Torsten (2016) LQG control for systems with random unbounded communication delay. In: IEEE 55th Conference on Decision and Control (CDC). IEEE , Piscataway, NJ, pp. 1048-1055. ISBN 978-1-5090-1837-6. https://resolver.caltech.edu/CaltechAUTHORS:20170106-132340959

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Abstract

In this paper LQG control over unreliable communication links is examined. That is to say, the communication channels between the controller and the actuators and between the sensors and the controller are unreliable. This is of growing importance as networked control systems and use of wireless communication in control are becoming increasingly common. A proposed approach is to use tree codes to turn lossy channels into ones with a random delay. The problem of how to optimize LQG control in this case is examined, and it is found that to optimize LQG control previous control signals must also be used. Only the situation where communication between the components is done with acknowledgments is examined. An optimal solution is derived for finite horizon discrete hold-input LQG control for this case. The solution is compared with standard LQG control in simulations, which demonstrate that a significant improvement in the cost can be achieved when the probability of delay is high.


Item Type:Book Section
Related URLs:
URLURL TypeDescription
https://doi.org/10.1109/CDC.2016.7798406DOIArticle
http://ieeexplore.ieee.org/document/7798406/PublisherArticle
Additional Information:© 2016 IEEE. This work was partly financed by Caltech in a graduate study exchange program and partly by VINNOVA through the PiiA-project MoveDynE.
Funders:
Funding AgencyGrant Number
CaltechUNSPECIFIED
VINNOVAMoveDynE
Subject Keywords:Delays, Actuators, Sensors, Standards, Linear systems, Wireless communication
Record Number:CaltechAUTHORS:20170106-132340959
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20170106-132340959
Official Citation:F. Bengtsson, B. Hassibi and T. Wik, "LQG control for systems with random unbounded communication delay," 2016 IEEE 55th Conference on Decision and Control (CDC), Las Vegas, NV, USA, 2016, pp. 1048-1055. doi: 10.1109/CDC.2016.7798406 URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7798406&isnumber=7798233
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:73307
Collection:CaltechAUTHORS
Deposited By: George Porter
Deposited On:06 Jan 2017 22:59
Last Modified:03 Oct 2019 16:26

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