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

  • Telecom Sudparis
  • Shenzhen University
  • the Southern University of Science and Technology
  • Beihang University
  • Institute of Software Chinese Academy of Sciences
  • Tsinghua University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

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.

Original languageEnglish
Title of host publicationSenSys 2026 - Proceedings of the 2026 ACM/IEEE International Conference on Embedded Artificial Intelligence and Sensing Systems, Part of CPS-IoTWeek 2026
PublisherAssociation for Computing Machinery, Inc
Pages862-875
Number of pages14
ISBN (Electronic)9798400723094
DOIs
Publication statusPublished - 10 May 2026
EventInternational Conference on Embedded Artificial Intelligence and Sensing Systems, SenSys 2026 - Saint Malo, France
Duration: 11 May 202614 May 2026

Publication series

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

Conference

ConferenceInternational Conference on Embedded Artificial Intelligence and Sensing Systems, SenSys 2026
Country/TerritoryFrance
CitySaint Malo
Period11/05/2614/05/26

Keywords

  • Direction awareness
  • Frequency-scanning antenna
  • Wi-Fi sensing

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