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A new feedback control mechanism for error correction in packet-switched networks
KTH, School of Electrical Engineering (EES), Automatic Control.
KTH, School of Electrical Engineering (EES), Automatic Control.ORCID iD: 0000-0001-9940-5929
KTH, School of Electrical Engineering (EES), Automatic Control.
2005 (English)In: 44th IEEE Conference on Decision and Control & European Control Conference, 2005, 488-493 p.Conference paper, Published paper (Refereed)
Abstract [en]

Error correction mechanisms enable control and other real-time applications to be executed over unreliable packet-switched networks. By adding carefully adjusted redundancy to transmitted data at the sender, it is possible to recover lost data at the receiver and thereby improve effective throughput. We describe simple models for packet loss, which allow us to find the optimal redundancy as a function of packet loss probability. Two feedforward control mechanisms based on the packet loss probability are presented: one that is computed off-line and another one using an on-line algorithm. A drawback with these approaches is their dependency on accurate network state information and precise loss models. To cope with these issues, we propose a new feedback solution that tracks the optimum using gradient estimation. Simulations in ns-2 illustrate the behavior of the error correction schemes, demonstrating that the feedback solution outperforms the feedforward solution in presence of model errors.

Place, publisher, year, edition, pages
2005. 488-493 p.
Series
IEEE CONFERENCE ON DECISION AND CONTROL - PROCEEDINGS, ISSN 0191-2216
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:kth:diva-26564DOI: 10.1109/CDC.2005.1582203ISI: 000240653700083Scopus ID: 2-s2.0-33847231620OAI: oai:DiVA.org:kth-26564DiVA: diva2:384663
Conference
44th IEEE Conference on Decision Control/European Control Conference (CCD-ECC) Seville, SPAIN, DEC 12-15, 2005
Note
QC 20110110Available from: 2011-01-10 Created: 2010-11-25 Last updated: 2012-02-13Bibliographically approved

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Johansson, Karl Henrik

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Citation style
  • apa
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