Radio Location using Pattern Matching Techniques in Fixed Wireless Communication Networks
Date
2007
Authors
Qiu, L
Kennedy, Rodney
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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.
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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)
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Source
Proceedings of IEEE International Symposium on Communications and Information Technologies (ISCIT 2007)
Type
Conference paper
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Restricted until
2037-12-31
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