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WiRainbow: Single-Antenna Direction-Aware Wi-Fi Sensing via Dispersion Effect

  • Zhaoxin Chang*
  • , Shuguang Xiao*
  • , Fusang Zhang
  • , Xujun Ma
  • , Badii Jouaber
  • , Qingfeng Zhang*
  • , Daqing Zhang*
  • *此作品的通讯作者
  • TELECOM SudParis
  • Shenzhen University
  • Southern University of Science and Technology
  • CAS - Institute of Software
  • Peking University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Recently, Wi-Fi signals have emerged as a powerful tool for contactless sensing. During the sensing process, obtaining target direction information can provide valuable contextual insights for various applications. Existing direction estimation methods typically rely on antenna arrays, which are costly and complex to deploy in real-world scenarios. In this paper, we present WiRainbow, a novel approach that enables single-antenna-based direction awareness for Wi-Fi sensing by leveraging the dispersion effect of frequency-scanning antennas (FSAs), which can naturally steer Wi-Fi subcarriers toward distinct angles during signal transmission. To address key challenges in antenna design and signal processing, we propose a coupled-resonator-based antenna architecture that significantly expands the narrow Field-of-View inherent in conventional FSAs, improving sensing coverage. Additionally, we develop a sensing signal-to-noise-ratio-based signal processing framework that reliably estimates target direction in multipath-rich environments. We prototype WiRainbow and evaluate its performance through benchmark experiments and real-world case studies, demonstrating its ability to achieve accurate, robust, and cost-effective direction awareness for diverse Wi-Fi sensing applications.

源语言英语
主期刊名SenSys 2026 - Proceedings of the 2026 ACM/IEEE International Conference on Embedded Artificial Intelligence and Sensing Systems, Part of CPS-IoTWeek 2026
出版商Association for Computing Machinery, Inc
862-875
页数14
ISBN(电子版)9798400723094
DOI
出版状态已出版 - 10 5月 2026
活动International Conference on Embedded Artificial Intelligence and Sensing Systems, SenSys 2026 - Saint Malo, 法国
期限: 11 5月 202614 5月 2026

出版系列

姓名SenSys 2026 - Proceedings of the 2026 ACM/IEEE International Conference on Embedded Artificial Intelligence and Sensing Systems, Part of CPS-IoTWeek 2026

会议

会议International Conference on Embedded Artificial Intelligence and Sensing Systems, SenSys 2026
国家/地区法国
Saint Malo
时期11/05/2614/05/26

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