Accurate Indoor Localization for Bluetooth Low Energy Backscatter

被引:2
作者
Luo, Zhiqing [1 ]
Li, Weiming [1 ]
Wu, Yijie [1 ]
Dong, Huixin [1 ]
Bian, Luanjian [2 ]
Wang, Wei [1 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Elect Informat & Commun, Wuhan 430074, Peoples R China
[2] ZTE Corp, Algorithm Dept, Shenzhen 518057, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Backscatter; Location awareness; Symbols; Receivers; Phase modulation; Accuracy; Internet of Things; bluetooth low energy (BLE); indoor localization;
D O I
10.1109/JIOT.2024.3468428
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With wide deployments of bluetooth low energy (BLE) infrastructures and recent advances in backscatter communications, BLE backscatter-based indoor localization becomes a promising solution for asset management and object tracking due to its low cost and near-zero power consumption. Despite extensive localization techniques, none can meet the high accuracy, protocol compatibility, and low-power consumption requirements in BLE backscatter localization. To fill this gap, this article presents B2Loc, the first BLE backscatter localization system that enables decimeter-level localization for low-power backscatter tags with existing BLE infrastructures. The key insight is to design a low-power backscatter modulation to create a frequency-constant and phase-continuous constant tone extension (CTE) field for backscatter localization while guaranteeing communication compatibility with the commodity BLE. In addition, B2Loc also fully exploits the signal propagation signatures and the BLE backscatter characteristic to improve localization performance. We fabricate mu W-level backscatter tags with off-the-shelf components and evaluate the performance using commodity BLE infrastructures. The results show that B2Loc achieves decimeter-level median localization accuracy even deployed in multipath-rich indoor environments.
引用
收藏
页码:1805 / 1816
页数:12
相关论文
共 36 条
[1]   BLoc: CSI-based Accurate Localization for BLE Tags [J].
Ayyalasomayajula, Roshan ;
Vasisht, Deepak ;
Bharadia, Dinesh .
CONEXT'18: PROCEEDINGS OF THE 14TH INTERNATIONAL CONFERENCE ON EMERGING NETWORKING EXPERIMENTS AND TECHNOLOGIES, 2018, :126-138
[2]   Internet of Things (IoT): A Review of Its Enabling Technologies in Healthcare Applications, Standards Protocols, Security, and Market Opportunities [J].
Bhuiyan, Mohammad Nuruzzaman ;
Rahman, Md Mahbubur ;
Billah, Md Masum ;
Saha, Dipanita .
IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (13) :10474-10498
[3]   Real-Time Calibration of Magnetometers Using the RLS/ML Algorithm [J].
Cao, Guocan ;
Xu, Xiang ;
Xu, Dacheng .
SENSORS, 2020, 20 (02)
[4]   The Role of Internet of Things to Control the Outbreak of COVID-19 Pandemic [J].
Castiglione, Aniello ;
Umer, Muhammad ;
Sadiq, Saima ;
Obaidat, Mohammad S. ;
Vijayakumar, Pandi .
IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (21) :16072-16082
[5]  
Chen X., 2017, ZTE Commun., V15, P43, DOI 10.3969/j.issn.1673-5188.2017.01.007
[6]   Leveraging Ambient LTE Traffic for Ubiquitous Passive Communication [J].
Chi, Zicheng ;
Liu, Xin ;
Wang, Wei ;
Yao, Yao ;
Zhu, Ting .
SIGCOMM '20: PROCEEDINGS OF THE 2020 ANNUAL CONFERENCE OF THE ACM SPECIAL INTEREST GROUP ON DATA COMMUNICATION ON THE APPLICATIONS, TECHNOLOGIES, ARCHITECTURES, AND PROTOCOLS FOR COMPUTER COMMUNICATION, 2020, :172-185
[7]   Three-Dimensional Indoor Localization and Tracking for Mobile Target Based on WiFi Sensing [J].
Ding, Jianyang ;
Wang, Yong ;
Si, Hongyan ;
Gao, Shang ;
Xing, Jiwei .
IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (21) :21687-21701
[8]   GPSMirror: Expanding Accurate GPS Positioning to Shadowed and Indoor Regions with Backscatter [J].
Dong, Huixin ;
Xie, Yirong ;
Zhang, Xianan ;
Wang, Wei ;
Zhang, Xinyu ;
He, Jianhua .
PROCEEDINGS OF THE 29TH ANNUAL INTERNATIONAL CONFERENCE ON MOBILE COMPUTING AND NETWORKING, MOBICOM 2023, 2023, :150-164
[9]   BLE-Backscatter: Ultralow-Power IoT Nodes Compatible With Bluetooth 4.0 Low Energy (BLE) Smartphones and Tablets [J].
Ensworth, Joshua F. ;
Reynolds, Matthew S. .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2017, 65 (09) :3360-3368
[10]   Heartbeating With LTE Networks for Ambient Backscatter [J].
Feng, Yunyun ;
Chen, Si ;
Xi, Wei ;
Wang, Shuai ;
Zhao, Jia ;
Gong, Wei .
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 23 (05) :4246-4258