A signal-aware fingerprinting-based positioning technique in cellular networks

Chung-Ming Huang, Tsung Han Hsieh, Shih Yang Lin

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Abstract

With the growing number of smartphones, the positioning issue for location-based service (LBS) in cellular networks has got much more popular and important in recent years. This paper proposes a signal-aware fingerprinting-based positioning technique (SAFPPT) in cellular networks, which contains two positioning methods: (i) Continuously Measured Positioning Method (CMPM) and (ii) Stop-and-Measured Positioning Method (SMPM). To verify SAFPPT, we have the case study of implementing the aforementioned two positioning methods in the Android platform for the GSM networks and analyze accuracy using some experiments. Our experimental results show that: (i) the positioning accuracy of CMPM and SMPM are much higher than Google's "My Location", (ii) some parameters may affect the positioning accuracy of CMPM, e.g., the moving speed of a user and the number of sampling of the fingerprinting database, and (iii) the staying time of a user may affect the positioning accuracy of SMPM.

Original languageEnglish
Title of host publicationProceedings - 2011 International Conference on Network-Based Information Systems, NBiS 2011
Pages325-332
Number of pages8
DOIs
Publication statusPublished - 2011
Event2011 International Conference on Network-Based Information Systems, NBiS 2011 - Tirana, Albania
Duration: 2011 Sep 72011 Sep 9

Other

Other2011 International Conference on Network-Based Information Systems, NBiS 2011
CountryAlbania
CityTirana
Period11-09-0711-09-09

Fingerprint

Location based services
Smartphones
Global system for mobile communications
Sampling
Experiments

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Information Systems

Cite this

Huang, C-M., Hsieh, T. H., & Lin, S. Y. (2011). A signal-aware fingerprinting-based positioning technique in cellular networks. In Proceedings - 2011 International Conference on Network-Based Information Systems, NBiS 2011 (pp. 325-332). [6041937] https://doi.org/10.1109/NBiS.2011.56
Huang, Chung-Ming ; Hsieh, Tsung Han ; Lin, Shih Yang. / A signal-aware fingerprinting-based positioning technique in cellular networks. Proceedings - 2011 International Conference on Network-Based Information Systems, NBiS 2011. 2011. pp. 325-332
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Huang, C-M, Hsieh, TH & Lin, SY 2011, A signal-aware fingerprinting-based positioning technique in cellular networks. in Proceedings - 2011 International Conference on Network-Based Information Systems, NBiS 2011., 6041937, pp. 325-332, 2011 International Conference on Network-Based Information Systems, NBiS 2011, Tirana, Albania, 11-09-07. https://doi.org/10.1109/NBiS.2011.56

A signal-aware fingerprinting-based positioning technique in cellular networks. / Huang, Chung-Ming; Hsieh, Tsung Han; Lin, Shih Yang.

Proceedings - 2011 International Conference on Network-Based Information Systems, NBiS 2011. 2011. p. 325-332 6041937.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Huang C-M, Hsieh TH, Lin SY. A signal-aware fingerprinting-based positioning technique in cellular networks. In Proceedings - 2011 International Conference on Network-Based Information Systems, NBiS 2011. 2011. p. 325-332. 6041937 https://doi.org/10.1109/NBiS.2011.56