Description

USRP (Universal Software Radio Peripheral) is the canonical academic Software-Defined Radio platform. In CSI / wireless-sensing literature it is the lab-grade ground truth: a USRP B210 or X310 paired with GNU Radio can record raw I/Q samples across DC-6 GHz and reconstruct CSI from first principles, validating commodity-NIC measurements and serving as the receiver in passive-wifi-radar setups. USRPs are too expensive ($1.5k-$10k each) to deploy at scale but indispensable for methodology validation.

Specs / capabilities

  • B210: DC-6 GHz, 2 Tx + 2 Rx, 56 MHz instantaneous bandwidth, USB 3.0
  • X310: DC-6 GHz, 2 Tx + 2 Rx (4 with daughterboards), up to 200 MHz bandwidth, 10 GbE
  • 12-16 bit ADC / DAC depending on model
  • Compatible with GNU Radio, MATLAB, srsRAN, OpenAirInterface

Tooling

  • USRP Hardware Driver (UHD): https://github.com/EttusResearch/uhd
  • GNU Radio companion blocks
  • gr-ieee-802-11 (Bastian Bloessl) for software 802.11n CSI extraction

Used by (papers)

  • Methodology-validation papers cross-checking commodity-NIC CSI against SDR ground truth
  • Passive WiFi radar receivers
  • Custom waveform research

13 vault papers run on this hardwar

Titles and DOIs only — no abstracts, no analyses.

  • WiFi Sensing with Channel State Information 2020 DOI ↗
  • Understanding and Modeling of WiFi Signal Based Human Activity Recognition 2015 DOI ↗
  • Gait recognition using wifi signals 2016 DOI ↗
  • Predictable 802.11 packet delivery from wireless channel measurements 2010 DOI ↗
  • Keystroke Recognition Using WiFi Signals 2015 DOI ↗
  • NeRF2: Neural Radio-Frequency Radiance Fields 2023 DOI ↗
  • Practical Issues and Challenges in CSI-based Integrated Sensing and Communication 2022 DOI ↗
  • On CSI and Passive Wi-Fi Radar for Opportunistic Physical Activity Recognition 2022 DOI ↗
  • Free Your CSI 2019 DOI ↗
  • Human Activity Recognition via Wi-Fi and Inertial Sensors With Machine Learning 2024 DOI ↗
  • Deep Learning-Enhanced Human Sensing with Channel State Information: A Survey 2026 DOI ↗
  • IoT solutions for e-Health applications for care's continuity at home 2026 DOI ↗
  • Channel State Information from Pure Communication to Sense and Track Human Motion: A Survey 2019 DOI ↗