WS-WiFi: Wired Synchronization for CSI Extraction on COTS-WiFi-Transceivers

被引:11
|
作者
Tewes, Simon [1 ]
Sezgin, Aydin [1 ]
机构
[1] Ruhr Univ Bochum, Chair Digital Commun Syst, D-44801 Bochum, Germany
来源
IEEE INTERNET OF THINGS JOURNAL | 2021年 / 8卷 / 11期
关键词
Wireless fidelity; Antenna arrays; Transceivers; Synchronization; Phase locked loops; Estimation; Hardware; Angle of Arrival (AoA); channel state information (CSI); wired synchronization;
D O I
10.1109/JIOT.2021.3058179
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
WiFi channel state information (CSI) is a key enabler of precise radio sensing applications for commercially available off-the-shelf hardware. By utilizing colocated WiFi devices, this article aims to perform Angle-of-Arrival (AoA) estimation as one instance of radio sensing. However, unsynchronized local oscillators (LOs) in a WiFi network can cause carrier frequency offsets and sampling frequency offsets, which can lead to imperfect CSI. To this end, we propose a wired LO clocking scheme to eliminate residual impairments on regular WiFi transceivers. By utilizing a common oscillator, we transform a standard WiFi setup to a frequency-aligned transceiver architecture across several colocated devices. Building upon the proposed scheme, we present a detailed investigation of hardware-related impairments and environmental conditions. In particular, we are the first to investigate the temperature-dependent behavior of the CSI phase across multiple devices. We validate the performance in a lab setup as well as in a real-world application assembly, namely, a nine-antenna uniform circular array for AoA estimation. Furthermore, we show that with only a single received packet and minor hardware adjustments, we are able to obtain the AoA of a WiFi transmitter with a mean absolute error of 1.5 degrees in line-of-sight conditions and 19.9 degrees in strong multipath living room conditions.
引用
收藏
页码:9099 / 9108
页数:10
相关论文
共 4 条
  • [1] Detecting Radio Frequency Interference for CSI Measurements on COTS WiFi Devices
    Zheng, Yue
    Wu, Chenshu
    Qian, Kun
    Yang, Zheng
    Liu, Yunhao
    2017 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2017,
  • [2] KALMAN FILTER BASED MIMO CSI PHASE RECOVERY FOR COTS WIFI DEVICES
    Li, Chu
    Brauer, Jeremy
    Sezgin, Aydin
    Zenger, Christian
    2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021), 2021, : 4820 - 4824
  • [3] Demo: A CSI-ratio Model Based House-level Respiration Monitoring System Using COTS WiFi Devices
    Zeng, Youwei
    Yi, Enze
    Wu, Dan
    Gao, Ruiyang
    Zhang, Daqing
    UBICOMP/ISWC'19 ADJUNCT: PROCEEDINGS OF THE 2019 ACM INTERNATIONAL JOINT CONFERENCE ON PERVASIVE AND UBIQUITOUS COMPUTING AND PROCEEDINGS OF THE 2019 ACM INTERNATIONAL SYMPOSIUM ON WEARABLE COMPUTERS, 2019, : 354 - 357
  • [4] Insights on Mini-Batch Alignment for WiFi-CSI Data Domain Factor Independent Feature Extraction
    van Berlo, Bram
    Ozcelebi, Tanir
    Meratnia, Nirvana
    2022 IEEE INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING AND COMMUNICATIONS WORKSHOPS AND OTHER AFFILIATED EVENTS (PERCOM WORKSHOPS), 2022,