Radio location using pattern matching techniques in fixed wireless communication networks

被引：0

作者：

Qiu, Lei ^{[1
]}

Kennedy, Rodney A. ^{[1
]}

机构：

[1] Australian Natl Univ, Dept Informat Engn, RSISE, Canberra, ACT, Australia

来源：

2007 INTERNATIONAL SYMPOSIUM ON COMMUNICATIONS AND INFORMATION TECHNOLOGIES, VOLS 1-3 | 2007年

关键词：

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

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.

引用

页码：1054 / 1059

页数：6

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