A Beam-Switched Sparse Circular Array for Passive Wi-Fi Sensing

Wi-Fi sensing applications require unambiguous angle-of-arrival (AoA) estimation over the full azimuth plane. Uniform circular arrays (UCAs) are shown to remove this ambiguity, but deploying the four RF chains typically available on commercial Wi-Fi chipsets into a sparse layout suffers from spatial undersampling. Such undersampling produces strong grating lobes. To overcome this hardware bottleneck, we first establish a generalized array manifold incorporating element radiation patterns, revealing the suitability and degradation mechanisms of directional UCAs. Then we propose an angularly staggered beam-switched UCA architecture that leverages the spatial complementarity. Numerical evaluations demonstrate that the proposed scheme effectively mitigates grating-lobe ambiguities without increasing the number of RF chains, significantly reducing AoA estimation outliers and improving omnidirectional tracking performance.

Authors

Publication Details

Journal
arXiv (Cornell University)
Published
2026-11-02
DOI
https://doi.org/10.48550/arxiv.2611.02378
Primary Topic
Direction-of-Arrival Estimation Techniques
Type
preprint
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preprint

A Beam-Switched Sparse Circular Array for Passive Wi-Fi Sensing

Stefano Savazzi, Riccardo Bersan, Michele D'Amico, Daniele Piazza et al.
arXiv (Cornell University)
Direction-of-Arrival Estimation Techniques
preprint

A Beam-Switched Sparse Circular Array for Passive Wi-Fi Sensing

Stefano Savazzi, Riccardo Bersan, Michele D'Amico, Daniele Piazza, Yang Chen
preprint en

Abstract

Wi-Fi sensing applications require unambiguous angle-of-arrival (AoA) estimation over the full azimuth plane. Uniform circular arrays (UCAs) are shown to remove this ambiguity, but deploying the four RF chains typically available on commercial Wi-Fi chipsets into a sparse layout suffers from spatial undersampling. Such undersampling produces strong grating lobes. To overcome this hardware bottleneck, we first establish a generalized array manifold incorporating element radiation patterns, revealing the suitability and degradation mechanisms of directional UCAs. Then we propose an angularly staggered beam-switched UCA architecture that leverages the spatial complementarity. Numerical evaluations demonstrate that the proposed scheme effectively mitigates grating-lobe ambiguities without increasing the number of RF chains, significantly reducing AoA estimation outliers and improving omnidirectional tracking performance.

arXiv (Cornell University)
Direction-of-Arrival Estimation Techniques
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A Beam-Switched Sparse Circular Array for Passive Wi-Fi Sensing — Stefano Savazzi, Riccardo Bersan, et al. · arXiv (Cornell University) (2026) | TGRS Research Map | TGRS