Comparative Analysis of RSSI-based Indoor Localization when using Multiple Antennas in Wireless Sensor Networks

被引:0
|
作者
Hamdoun, Safa [1 ]
Rachedi, Abderrezak [1 ]
Benslimane, Abderrahim [2 ]
机构
[1] Univ Paris Est, LIGM, UMR 8049, UPEM, F-77454 Marne La Vallee, France
[2] French Univ Egypt, Informat Res Ctr, Cairo, Egypt
来源
2013 INTERNATIONAL CONFERENCE ON SELECTED TOPICS IN MOBILE AND WIRELESS NETWORKING (MOWNET) | 2013年
关键词
Indoor localization; Wireless Sensor Networks; multipath fading; shadowing; received signal strength indicator; accuracy; antennas; trilateration; multilateration;
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
RSSI-based location estimation method in Wireless Sensor Networks (WSNs) present some advantages in terms of complexity and energy consumption. However, the propagation of the radiofrequency signals in indoor environments is subject to fading induced by shadowing effect and multipath propagation. Accurate wireless location estimation can be achieved by employing multiple antennas. In this paper, we make a comparison among three system models in order to show the impact of using multiple antennas on position accuracy at either the transmitter, the receiver side or at the both sides. We use the multilateration as well as the trilateration algorithms to calculate the position error. The obtained results illustrate that the localization performance is improved when using multiple antennas. Specifically, using multiple antennas at the both sides present better performance than using multiple antennas at either the transmitter or the receiver.
引用
收藏
页码:146 / 151
页数:6
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