Predictive Compensation for Communication Outages in Networked Control Systems

A predictive outage compensator co-located with the actuator node in a networked control system can be used to counteract unpredictable losses of data in the feedback control loop. When a new control command is not received at the actuator node at an appropriate time instance, the predictive outage...

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Main Authors: Henriksson, Erik, Sandberg, Henrik, Johansson, Karl Henrik
Format: Others
Language:English
Published: KTH, Reglerteknik 2008
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-58481
http://nbn-resolving.de/urn:isbn:978-142443124-3
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spelling ndltd-UPSALLA1-oai-DiVA.org-kth-584812013-05-29T04:11:04ZPredictive Compensation for Communication Outages in Networked Control SystemsengHenriksson, ErikSandberg, HenrikJohansson, Karl HenrikKTH, ReglerteknikKTH, ACCESS Linnaeus CentreKTH, ReglerteknikKTH, ACCESS Linnaeus CentreKTH, ReglerteknikKTH, ACCESS Linnaeus CentreCancun, Mexico2008A predictive outage compensator co-located with the actuator node in a networked control system can be used to counteract unpredictable losses of data in the feedback control loop. When a new control command is not received at the actuator node at an appropriate time instance, the predictive outage compensator suggests a replacement command based on the history of past control commands. It is shown that a simple tuning phase together with the monitoring of the control history can lead to a compensator that can improve the closed-loop control performance under communication outages considerably compared to traditional schemes. Worst case performance bounds are given that relate the quality of the tuning phase and the complexity of the compensator with the length of the communication outage period. Zero-order-hold (holding the past control command if the current is lost) and applying an a priori decided constant signal (using a redefined value on the control command if the current is lost) are special cases of the more general compensation scheme presented. The predictive outage compensator is illustrated through computer simulation with communication outages. <p>QC 20120112</p>Conference paperinfo:eu-repo/semantics/conferenceObjecttexthttp://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-58481urn:isbn:978-142443124-3doi:10.1109/CDC.2008.4739306ISI:000307311602031Proceedings of the 47th IEEE Conference on Decision and Control, p. 2063-2068application/pdfinfo:eu-repo/semantics/openAccess
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language English
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sources NDLTD
description A predictive outage compensator co-located with the actuator node in a networked control system can be used to counteract unpredictable losses of data in the feedback control loop. When a new control command is not received at the actuator node at an appropriate time instance, the predictive outage compensator suggests a replacement command based on the history of past control commands. It is shown that a simple tuning phase together with the monitoring of the control history can lead to a compensator that can improve the closed-loop control performance under communication outages considerably compared to traditional schemes. Worst case performance bounds are given that relate the quality of the tuning phase and the complexity of the compensator with the length of the communication outage period. Zero-order-hold (holding the past control command if the current is lost) and applying an a priori decided constant signal (using a redefined value on the control command if the current is lost) are special cases of the more general compensation scheme presented. The predictive outage compensator is illustrated through computer simulation with communication outages. === <p>QC 20120112</p>
author Henriksson, Erik
Sandberg, Henrik
Johansson, Karl Henrik
spellingShingle Henriksson, Erik
Sandberg, Henrik
Johansson, Karl Henrik
Predictive Compensation for Communication Outages in Networked Control Systems
author_facet Henriksson, Erik
Sandberg, Henrik
Johansson, Karl Henrik
author_sort Henriksson, Erik
title Predictive Compensation for Communication Outages in Networked Control Systems
title_short Predictive Compensation for Communication Outages in Networked Control Systems
title_full Predictive Compensation for Communication Outages in Networked Control Systems
title_fullStr Predictive Compensation for Communication Outages in Networked Control Systems
title_full_unstemmed Predictive Compensation for Communication Outages in Networked Control Systems
title_sort predictive compensation for communication outages in networked control systems
publisher KTH, Reglerteknik
publishDate 2008
url http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-58481
http://nbn-resolving.de/urn:isbn:978-142443124-3
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AT sandberghenrik predictivecompensationforcommunicationoutagesinnetworkedcontrolsystems
AT johanssonkarlhenrik predictivecompensationforcommunicationoutagesinnetworkedcontrolsystems
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