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Particle filtering for network-based positioning terrestrial radio networks
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology. Ericsson Research, Linköping, Sweden.
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
Ericsson Research, Linköping, Sweden; Volvo Cars, Gothanburg, Sweden.
2014 (English)In: Data Fusion & Target Tracking 2014: Algorithms and Applications (DF&TT 2014), IET Conference on, Institution of Engineering and Technology , 2014, Vol. 2014, no 629 CPConference paper, Published paper (Refereed)
Abstract [en]

There is strong interest in positioing in wireless networks, partly to support end user service needs, but also to support network management with network-based network information. The focus in this paper is on the latter, while using measurements that are readily available in wireless networks. We show how thesignal direction of departure and inter-distance between the base station and the mobile terminal can be estimated, and how particle filters and smoothers can be used to post-process the measurements. The methods are evaluated in a live 3GPP LTE network with promising results inlcuding position error medians of less than 100 m.

Place, publisher, year, edition, pages
Institution of Engineering and Technology , 2014. Vol. 2014, no 629 CP
Series
IET Conference Publications Series
National Category
Communication Systems
Identifiers
URN: urn:nbn:se:liu:diva-116743DOI: 10.1049/cp.2014.0523Scopus ID: 2-s2.0-84902687636ISBN: 9781849198639 (print)OAI: oai:DiVA.org:liu-116743DiVA: diva2:801504
Conference
IET Conference on Data Fusion and Target Tracking 2014: Algorithms and Applications
Note

Funding Agencies|SSF, Swedish Foundation for Strategic Research

Available from: 2015-04-09 Created: 2015-04-02 Last updated: 2015-04-20

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Gunnarsson, FredrikLindsten, Fredrik

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CiteExportLink to record
Permanent link

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Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf