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Joint Antenna and Propagation Model Parameter Estimation using RSS measurements
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, Faculty of Science & Engineering.
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, Faculty of Science & Engineering.
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, Faculty of Science & Engineering.
Ericsson Research, Linköping, Sweden.
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2015 (English)Conference paper, Published paper (Refereed)
Abstract [en]

In this paper, a semi-parametric model for RSS measurements is introduced that can be used to predict coverage in cellular radio networks. The model is composed of an empirical log-distance model and a deterministic antenna gain model that accounts for possible non-uniform base station antenna radiation. A least-squares estimator is proposed to jointly estimate the path loss and antenna gain model parameters. Simulation as well as experimental results verify the efficacy of this approach. The method can provide improved accuracy compared to conventional path loss based estimation methods. 

Place, publisher, year, edition, pages
IEEE , 2015. 98-103 p.
National Category
Signal Processing
Identifiers
URN: urn:nbn:se:liu:diva-120962ISBN: 9780982443866 (print)OAI: oai:DiVA.org:liu-120962DiVA: diva2:850151
Conference
18th International Conference on Information Fusion, Washington D.C, USA, July 6-9, 2015
Funder
EU, European Research Council
Note

©2016 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.

Available from: 2015-09-01 Created: 2015-09-01 Last updated: 2016-01-11Bibliographically approved

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Kasebzadeh, ParinazFritsche, CarstenÖzkan, EmreGustafsson, Fredrik

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Kasebzadeh, ParinazFritsche, CarstenÖzkan, EmreGustafsson, Fredrik
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CiteExportLink to record
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Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
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  • 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
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