English

Wireless LAN sensing with smart antennas

Networking and Internet Architecture 2022-05-03 v1 Machine Learning Signal Processing

Abstract

The paper targets the problem of human motion detection using Wireless Local Area Network devices (WiFi) equipped with pattern reconfigurable antennas. Motion sensing is obtained by monitoring the body-induced alterations of the ambient WiFi signals originated from smart antennas supporting the beam-steering technology, thus allowing to channelize the antenna radiation pattern to pre-defined spots of interest. We first discuss signal and Channel State Information (CSI) processing and sanitization. Next, we describe the motion detection algorithm based on Angle-of-Arrival (AoA) monitoring. Proposed algorithms are validated experimentally inside a large size smart home environment.

Keywords

Cite

@article{arxiv.2205.00973,
  title  = {Wireless LAN sensing with smart antennas},
  author = {Marco Santoboni and Riccardo Bersan and Stefano Savazzi and Alberto Zecchin and Vittorio Rampa Daniele Piazza},
  journal= {arXiv preprint arXiv:2205.00973},
  year   = {2022}
}

Comments

Accepted for publication in EuCAP 2022, https://www.eucap2022.org/

R2 v1 2026-06-24T11:04:53.446Z