WiROS: WiFi sensing toolbox for robotics

May 22, 2023 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors William Hunter, Aditya Arun, Dinesh Bharadia arXiv ID 2305.13418 Category cs.RO: Robotics Citations 2 Venue arXiv.org Repository https://github.com/ucsdwcsng/WiROS โญ 45 Last Checked 2 months ago
Abstract
Many recent works have explored using WiFi-based sensing to improve SLAM, robot manipulation, or exploration. Moreover, widespread availability makes WiFi the most advantageous RF signal to leverage. But WiFi sensors lack an accurate, tractable, and versatile toolbox, which hinders their widespread adoption with robot's sensor stacks. We develop WiROS to address this immediate need, furnishing many WiFi-related measurements as easy-to-consume ROS topics. Specifically, WiROS is a plug-and-play WiFi sensing toolbox providing access to coarse-grained WiFi signal strength (RSSI), fine-grained WiFi channel state information (CSI), and other MAC-layer information (device address, packet id's or frequency-channel information). Additionally, WiROS open-sources state-of-art algorithms to calibrate and process WiFi measurements to furnish accurate bearing information for received WiFi signals. The open-sourced repository is: https://github.com/ucsdwcsng/WiROS
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