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Distributed macro calibration in sensor networks
KTH, School of Electrical Engineering (EES), Automatic Control. KTH, School of Electrical Engineering (EES), Centres, ACCESS Linnaeus Centre.
KTH, School of Electrical Engineering (EES), Automatic Control. KTH, School of Electrical Engineering (EES), Centres, ACCESS Linnaeus Centre.ORCID iD: 0000-0001-9940-5929
2012 (English)In: 2012 20th Mediterranean Conference on Control and Automation, MED 2012 - Conference Proceedings, IEEE , 2012, 1049-1054 p.Conference paper, Published paper (Refereed)
Abstract [en]

In this paper a novel consensus-based distributed algorithm for blind macro-calibration in sensor networks is proposed. It is proved, on the basis of an originally developed methodology for treating higher order consensus schemes, that the algorithm achieves asymptotic agreement for sensor gains and offsets in the mean square sense and with probability one. In the case of a given reference, all sensors are asymptotically calibrated. Simulation results illustrate properties of the algorithm.

Place, publisher, year, edition, pages
IEEE , 2012. 1049-1054 p.
Keyword [en]
Consensus schemes, Mean square, Calibration, Sensor networks, Algorithms
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:kth:diva-105283DOI: 10.1109/MED.2012.6265777Scopus ID: 2-s2.0-84866924907ISBN: 978-146732531-8 (print)OAI: oai:DiVA.org:kth-105283DiVA: diva2:570612
Conference
2012 20th Mediterranean Conference on Control and Automation, MED 2012, 3 July 2012 through 6 July 2012, Barcelona
Funder
ICT - The Next Generation
Note

QC 20121120

Available from: 2012-11-20 Created: 2012-11-20 Last updated: 2013-04-15Bibliographically approved

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Johansson, Karl Henrik

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