Radio location using pattern matching techniques in fixed wireless communication networks

Qiu Lei; Rodney A. Kennedy

doi:10.1109/ISCIT.2007.4392172

Radio location using pattern matching techniques in fixed wireless communication networks

Qiu Lei^*, Rodney A. Kennedy

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › peer-review

9 Citations (Scopus)

Abstract

In this paper we propose a practical radio location scheme for fixed wireless networks, relying on only one base station. We exploit the already available channel impulse response (CIR) of fixed wireless terminals as a location fingerprint in wireless localisation. We show and interpret why the localisation accuracy achieved by the support vector machine (SVM) has no significant improvement compared to general instance-based learning algorithms.

Original language	English
Title of host publication	ISCIT 2007 - 2007 International Symposium on Communications and Information Technologies Proceedings
Pages	1054-1059
Number of pages	6
DOIs	https://doi.org/10.1109/ISCIT.2007.4392172
Publication status	Published - 2007
Event	ISCIT 2007 - 2007 International Symposium on Communications and Information Technologies - Sydney, Australia Duration: 16 Oct 2007 → 19 Oct 2007

Publication series

Name	ISCIT 2007 - 2007 International Symposium on Communications and Information Technologies Proceedings

Conference

Conference	ISCIT 2007 - 2007 International Symposium on Communications and Information Technologies
Country/Territory	Australia
City	Sydney
Period	16/10/07 → 19/10/07

Access to Document

10.1109/ISCIT.2007.4392172

Cite this

Lei, Q., & Kennedy, R. A. (2007). Radio location using pattern matching techniques in fixed wireless communication networks. In ISCIT 2007 - 2007 International Symposium on Communications and Information Technologies Proceedings (pp. 1054-1059). Article 4392172 (ISCIT 2007 - 2007 International Symposium on Communications and Information Technologies Proceedings). https://doi.org/10.1109/ISCIT.2007.4392172

@inproceedings{b55f600fb0664edbaf14f208ff36ef5d,

title = "Radio location using pattern matching techniques in fixed wireless communication networks",

abstract = "In this paper we propose a practical radio location scheme for fixed wireless networks, relying on only one base station. We exploit the already available channel impulse response (CIR) of fixed wireless terminals as a location fingerprint in wireless localisation. We show and interpret why the localisation accuracy achieved by the support vector machine (SVM) has no significant improvement compared to general instance-based learning algorithms.",

author = "Qiu Lei and Kennedy, {Rodney A.}",

year = "2007",

doi = "10.1109/ISCIT.2007.4392172",

language = "English",

isbn = "1424409772",

series = "ISCIT 2007 - 2007 International Symposium on Communications and Information Technologies Proceedings",

pages = "1054--1059",

booktitle = "ISCIT 2007 - 2007 International Symposium on Communications and Information Technologies Proceedings",

note = "ISCIT 2007 - 2007 International Symposium on Communications and Information Technologies ; Conference date: 16-10-2007 Through 19-10-2007",

}

Lei, Q & Kennedy, RA 2007, Radio location using pattern matching techniques in fixed wireless communication networks. in ISCIT 2007 - 2007 International Symposium on Communications and Information Technologies Proceedings., 4392172, ISCIT 2007 - 2007 International Symposium on Communications and Information Technologies Proceedings, pp. 1054-1059, ISCIT 2007 - 2007 International Symposium on Communications and Information Technologies, Sydney, Australia, 16/10/07. https://doi.org/10.1109/ISCIT.2007.4392172

Radio location using pattern matching techniques in fixed wireless communication networks. / Lei, Qiu; Kennedy, Rodney A.
ISCIT 2007 - 2007 International Symposium on Communications and Information Technologies Proceedings. 2007. p. 1054-1059 4392172 (ISCIT 2007 - 2007 International Symposium on Communications and Information Technologies Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › peer-review

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AU - Kennedy, Rodney A.

PY - 2007

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AB - In this paper we propose a practical radio location scheme for fixed wireless networks, relying on only one base station. We exploit the already available channel impulse response (CIR) of fixed wireless terminals as a location fingerprint in wireless localisation. We show and interpret why the localisation accuracy achieved by the support vector machine (SVM) has no significant improvement compared to general instance-based learning algorithms.

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DO - 10.1109/ISCIT.2007.4392172

M3 - Conference Paper

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SN - 9781424409778

T3 - ISCIT 2007 - 2007 International Symposium on Communications and Information Technologies Proceedings

SP - 1054

EP - 1059

BT - ISCIT 2007 - 2007 International Symposium on Communications and Information Technologies Proceedings

T2 - ISCIT 2007 - 2007 International Symposium on Communications and Information Technologies

Y2 - 16 October 2007 through 19 October 2007

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Lei Q, Kennedy RA. Radio location using pattern matching techniques in fixed wireless communication networks. In ISCIT 2007 - 2007 International Symposium on Communications and Information Technologies Proceedings. 2007. p. 1054-1059. 4392172. (ISCIT 2007 - 2007 International Symposium on Communications and Information Technologies Proceedings). doi: 10.1109/ISCIT.2007.4392172

Radio location using pattern matching techniques in fixed wireless communication networks

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