Residual based weighted least square algorithm for bluetooth/UWB indoor localization system

Shaowei Yang, Bo Wang

科研成果: 书/报告/会议事项章节会议稿件同行评审

14 引用 (Scopus)

摘要

The recent growing interest for indoor Location-Based Services (LBSs) has created a need for more accurate and low-cost indoor localization system. The existing solutions are either low-cost with low-accuracy or high-accuracy with high-cost. A positioning solution for indoor localization system with Bluetooth and UWB is proposed in this paper. The system combines both advantages of Bluetooth and UWB, achieves higher precision than single Bluetooth system with relatively low cost. In order to get higher accuracy, we proposed a residual based weighted least square (RWLS) algorithm for the indoor localization system. The range error characteristics of Bluetooth and UWB are obtained by experiments. Simulation results of the system show that RWLS algorithm with Bluetooth/UWB indoor localization system can achieve a mean error of about 0.85 m.

源语言英语
主期刊名Proceedings of the 36th Chinese Control Conference, CCC 2017
编辑Tao Liu, Qianchuan Zhao
出版商IEEE Computer Society
5959-5963
页数5
ISBN(电子版)9789881563934
DOI
出版状态已出版 - 7 9月 2017
活动36th Chinese Control Conference, CCC 2017 - Dalian, 中国
期限: 26 7月 201728 7月 2017

出版系列

姓名Chinese Control Conference, CCC
ISSN(印刷版)1934-1768
ISSN(电子版)2161-2927

会议

会议36th Chinese Control Conference, CCC 2017
国家/地区中国
Dalian
时期26/07/1728/07/17

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