4.6 Article

Indoor Localization With a Single Wi-Fi Access Point Based on OFDM-MIMO

期刊

IEEE SYSTEMS JOURNAL
卷 13, 期 1, 页码 964-972

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/JSYST.2018.2823358

关键词

Channel state information (CSI); indoor localization; single access point

资金

  1. National Natural Science Foundation of China [91438205]
  2. Natural Science Foundation of Heilongjiang Province [ZD2017013]
  3. Natural Science Foundation of Jiangsu Province [BK20171023]

向作者/读者索取更多资源

In this paper, we propose S-Phaser, an indoor localization system that uses a singleWi-Fi access point (AP) to locate terminals. Compared to traditional indoor localization systems based on the fingerprint positioning technology, S-Phaser does not need to deploy a large number of APs and has better localization accuracy. S-Phaser utilizes channel state information (CSI) to compute the direct path length between a single AP and terminals, thereby efficiently improving the accuracy in the line-of-sight (LOS) scenario. S-Phaser is still able to get satisfied accuracy in the non-LOS scenario even not as good as in the LOS scenario. Using the feature of multiple channels in 802.11n, we design an interpolation-based algorithm, named as the interpolation elimination method to calibrate signal phases from CSI, and then we use two different algorithms, the Chinese residue theoremand broadband angle ranging, to compute the real distance of the direct path from the calibrated phases. Then, S-Phaser uses a geometric positioning algorithm to determine the user's location. To verify the practicability of the proposed S-Phaser, we set up a localization system in an actual environment. S-Phaser can improve the median localization error to 1.5 m with a singleWi-Fi AP.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.6
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据