# LiveSense: A Real-Time Wi-Fi Sensing Platform for Range-Doppler on COTS Laptop

arXiv: https://arxiv.org/abs/2603.06545 · HTML: https://mlsanity.com/paper/2603.06545/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 3 of its 11 references that are in the map.
- First posted on arXiv 6 Mar 2026.

## Builds on (most cited first, 3 of 3)

- [An SDR-Based Monostatic Wi-Fi System with Analog Self-Interference Cancellation for Sensing](https://mlsanity.com/paper/2412.08612/) (2024)
- [Extracting Range-Doppler Information of Moving Targets from Wi-Fi Channel State Information](https://mlsanity.com/paper/2508.02799/) (2025)
- [ISAC-Fi: Enabling Full-fledged Monostatic Sensing over Wi-Fi Communication](https://mlsanity.com/paper/2408.09851/) (2024)

## Abstract (arXiv)

We present LiveSense - a cross-platform that transforms a commercial off-the-shelf (COTS) Wi-Fi Network Interface Card (NIC) on a laptop into a centimeter-level Range-Doppler sensor while preserving simultaneous communication capability. The laptops are equipped with COTS Intel AX211 (Wi-Fi 6E) or Intel BE201 (Wi-Fi 7) NICs. LiveSense can (i) Extract fully-synchronized channel state information (CSI) at >= 40 Hz, (ii) Perform time-phase alignment and self-interference cancellation on-device, and (iii) Provide a real-time stream of range, Doppler, subcarrier magnitude/phase and annotated video frames to a Python/Qt Graphical User Interface (GUI). The demo will showcase the ability to detect (i) Distance and radial velocity of attendees within a few meters of the device, (ii) Micro-motion (respiration), and (iii) Hand-gesture ranging. To the best of our knowledge, this is the first-ever demo to obtain accurate range information of targets from commercial Wi-Fi, despite the limited 160 MHz bandwidth.