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On Frequency Tracking in Harmonic Acoustic Signals
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, Faculty of Science & Engineering.ORCID iD: 0000-0001-8298-3933
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, Faculty of Science & Engineering.ORCID iD: 0000-0002-1971-4295
Linköping University, Faculty of Science & Engineering. Linköping University, Department of Electrical Engineering, Automatic Control.ORCID iD: 0000-0003-3270-171X
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, Faculty of Science & Engineering.
2017 (English)In: Proceedings of the 2017 20th International Conference on Information Fusion (FUSION)., IEEE, 2017Conference paper, Published paper (Refereed)
Abstract [en]

Acoustic frequency tracking of a harmonic signalwith continuously varying frequency is considered. The Rao-Blackwellized point mass filter (RBPMF), previously proposed bythe authors for mechanical vibration tracking, is applied to the problem. The RBPMF is compared with two periodogram-based methods, and the similarities and differences between them are explained. Both experimental and simulation results in a Doppler frequency tracking scenario are presented, and the results show that the RBPMF can have significantly less estimation error than the competing methods.

Place, publisher, year, edition, pages
IEEE, 2017.
Keywords [en]
Frequency tracking; Harmonics tracking; Bayesian filtering; acoustic frequency tracking; Rao-Blackwellized point mass filter
National Category
Signal Processing Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-139796DOI: 10.23919/ICIF.2017.8009833ISI: 000410938300212ISBN: 978-0-9964-5270-0 (electronic)ISBN: 978-1-5090-4582-2 (print)OAI: oai:DiVA.org:liu-139796DiVA, id: diva2:1133675
Conference
2017 20th International Conference on Information Fusion (FUSION), Xi'an, China, July 10-13, 2017.
Projects
Wallenberg Autonomous Systems Program (WASP)
Funder
Knut and Alice Wallenberg FoundationAvailable from: 2017-08-16 Created: 2017-08-16 Last updated: 2017-10-31Bibliographically approved

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Lindfors, MartinHendeby, GustafGustafsson, FredrikKarlsson, Rickard
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CiteExportLink to record
Permanent link

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Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
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More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
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  • asciidoc
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