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Radio Location using Pattern Matching Techniques in Fixed Wireless Communication Networks

Date

Authors

Qiu, L

Kennedy, Rodney

Publisher

Institute of Electrical and Electronics Engineers (IEEE Inc)

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.

Keywords

Keywords: Broadband networks; Channel estimation; Communication; Impulse response; Information technology; Learning systems; Pattern matching; Radio communication; Support vector machines; Telecommunication; Telecommunication systems; Channel impulse response (CIR)

URI

http://hdl.handle.net/1885/25259

Collections

ANU Research Publications

Source

Proceedings of IEEE International Symposium on Communications and Information Technologies (ISCIT 2007)

Type

Conference paper

DOI

10.1109/ISCIT.2007.4392172

Restricted until

2037-12-31

Downloads

File

Description

01_Qiu_Radio_Location_using_Pattern_2007.pdf (202.73 KB)

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