A Location Matching for IoT Devices Using Polarizations and RSSI Distributions

被引：1

作者：

Uchida, Daisuke ^{[1
]}

Yonezawa, Yuki ^{[1
]}

Tsutsumi, Yukako ^{[1
]}

Sakamoto, Takafumi ^{[1
]}

Akita, Koji ^{[1
]}

机构：

[1] Toshiba Co Ltd, Res & Dev Div, Corp Res & Dev Ctr, Wireless Syst Lab, 1 Komukai,Toshiba cho,Saiwai ku, Kawasaki 2128582, Japan

来源：

2022 IEEE 95TH VEHICULAR TECHNOLOGY CONFERENCE (VTC2022-SPRING) | 2022年

关键词：

Bluetooth (R) Low Energy; RSSI; distribution; location matching; multipath; polarization; battery module;

D O I：

10.1109/VTC2022-Spring54318.2022.9860425

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：

This paper presents a novel location matching scheme under severe multipath environments. The target scenario is battery boards with multiple battery modules. The proposed scheme utilizes the polarization to generate RSSI distributions. Measurement based evaluation was conducted for two battery boards. The estimation results show that the accuracy is 57% and 76% for battery boards 1 and 2, respectively, which is higher than the target for comparison. In addition, the proposed method is able to detect suspicious estimation locations.

引用

页数：7

共 16 条

[1] RSSI-Based Distributed Self-Localization for Wireless Sensor Networks Used in Precision Agriculture
Abouzar, Pooyan
Michelson, David G.
Hamdi, Maziyar
[J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2016, 15 (10) : 6638 - 6650
[2] Adewumi OG, 2013, 2013 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY (ICIT), P1534, DOI 10.1109/ICIT.2013.6505900
[3] Faika T, 2018, IEEE TRANSP ELECT C, P1060, DOI 10.1109/ITEC.2018.8450161
[4] Wireless localization with diffusion maps
Ghafourian, Amin
Georgiou, Orestis
Barter, Edmund
Gross, Thilo
[J]. SCIENTIFIC REPORTS, 2020, 10 (01)
[5] Enabling Massive IoT Toward 6G: A Comprehensive Survey
Guo, Fengxian
Yu, F. Richard
Zhang, Heli
Li, Xi
Ji, Hong
Leung, Victor C. M.
[J]. IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (15) : 11891 - 11915
[6] An Exponential-Rayleigh Model for RSS-Based Device-Free Localization and Tracking
Guo, Yao
Huang, Kaide
Jiang, Nanyong
Guo, Xuemei
Li, Youfu
Wang, Guoli
[J]. IEEE TRANSACTIONS ON MOBILE COMPUTING, 2015, 14 (03) : 484 - 494
[7] Is RSSI a good choice for localization in Wireless Sensor Network?
Heurtefeux, Karel
Valois, Fabrice
[J]. 2012 IEEE 26TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS (AINA), 2012, : 732 - 739
[8] Howell D.C., 2011, Chi-square test: Analysis of contingency tables, DOI DOI 10.1007/978-3-642-04898-2_174
[9] Kaemarungsi K, 2004, IEEE INFOCOM SER, P1012
[10] Lee M., 2013, WORLD ELECT VEHICLE

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