Description

Umbrella entry for any wireless Network Interface Card (NIC) used as a CSI extraction front-end. In the thesis bibliography, "NIC" without further qualification almost always refers to one of the four canonical CSI platforms: intel-5300, atheros-csi-tool, nexmon-csi (Broadcom-based), or picoscenes (multi-chip). This entry exists to canonicalise the bare alias so the entity extractor doesn't mint new nodes when a paper just says "we used a commodity NIC".

Specs / capabilities

  • See per-chip notes for actual specs
  • Common shared traits relevant to CSI: monitor mode, packet injection, per-subcarrier CSI export

Tooling

  • See per-chip notes

Used by (papers)

  • Used as a generic alias in CSI literature; resolve to the specific NIC when known

19 vault papers run on this hardwar

Titles and DOIs only — no abstracts, no analyses.

  • Precise Power Delay Profiling with Commodity WiFi 2015 DOI ↗
  • Understanding and Modeling of WiFi Signal Based Human Activity Recognition 2015 DOI ↗
  • Predictable 802.11 packet delivery from wireless channel measurements 2010 DOI ↗
  • A Survey on Human Behavior Recognition Using Channel State Information 2019 DOI ↗
  • DASECount: Domain-Agnostic Sample-Efficient Wireless Indoor Crowd Counting via Few-Shot Learning 2023 DOI ↗
  • Channel State Information (CSI) Amplitude Coloring Scheme for Enhancing Accuracy of an Indoor Occupancy Detection System Using Wi-Fi Sensing 2024 DOI ↗
  • A CSI Dataset for Wireless Human Sensing on 80 MHz Wi-Fi Channels 2023 DOI ↗
  • Passive WiFi Radar for Human Sensing Using a Stand-Alone Access Point 2021 DOI ↗
  • On CSI and Passive Wi-Fi Radar for Opportunistic Physical Activity Recognition 2022 DOI ↗
  • Free Your CSI 2019 DOI ↗
  • Towards Energy Efficient Wireless Sensing by Leveraging Ambient Wi-Fi Traffic 2024 DOI ↗
  • Human Sensing by Using Radio Frequency Signals: A Survey on Occupancy and Activity Detection 2023 DOI ↗
  • A Survey on Fusion-Based Indoor Positioning 2020 DOI ↗
  • A Survey on Green Wireless Sensing: Energy-Efficient Sensing via WiFi CSI and Lightweight Learning 2026 DOI ↗
  • IoT solutions for e-Health applications for care's continuity at home 2026 DOI ↗
  • A Tutorial on Privacy, RCM and Its Implications in WLAN 2024 DOI ↗
  • EasyCount: Crowd Counting Based on Easy Deployment Using Commodity Wi-Fi 2024 DOI ↗
  • Wi-Fi Localization Obfuscation: An implementation in openwifi 2023 DOI ↗
  • Nexmon 2017 DOI ↗