Multimode Radio Fingerprinting for Localization

被引：5
|
作者：
Martin, E. [1 ]
机构：
[1] Univ Calif Berkeley, Berkeley, CA 94720 USA
来源：
2011 IEEE RADIO AND WIRELESS SYMPOSIUM (RWS) | 2011年
关键词：
Mobile communication; radio communication; wireless LAN;
D O I：
10.1109/RWS.2011.5725500
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：
We study the feasibility of multimode radio fingerprinting for indoor localization with smart phones. Leveraging the sensing capabilities of these devices (WiFi radio, cellular communications radio, accelerometer, magnetometer), we present an application integrating both offline and online phases of fingerprinting in the same smart phone, and delivering an accuracy of up to 1.5 meters. Moreover, a new approach for the statistical processing of radio signal strengths is utilized, showing that it can outperform existing deterministic techniques. We also examine the possibilities offered by Digital TV (DTV), with the intention to build a multimodal solution for localization.
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页码：383 / 386
页数：4
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