Description

802.11ax (Wi-Fi 6 / 6E, ratified 2021) added OFDMA, 1024-QAM, and 6 GHz operation (Wi-Fi 6E), which together raise the maximum CSI subcarrier count to 1024 over a 160 MHz channel and unlock 6 GHz bands. For sensing this is the first standard where CSI resolution starts to rival commodity FMCW radar ranging. The relevant CSI extraction toolchain is picoscenes on Intel AX200 / AX210; mainstream Nexmon does not yet target 11ax silicon. Wi-Fi 6 is also the platform on top of which ieee-802-11bf (WLAN sensing) is being standardised, so it's the bridge generation between today's hacked-firmware CSI and a future of native sensing-aware Wi-Fi.

Specs / capabilities

  • 2.4 / 5 / 6 GHz (6E) bands
  • Up to 160 MHz channels — up to 1024 OFDM subcarriers (Wi-Fi 6 4x downlink)
  • OFDMA — multiple stations share a single channel slot, complicates CSI per-station extraction
  • 1024-QAM, longer OFDM symbol (12.8 µs)
  • BSS Coloring / spatial reuse

Tooling

  • picoscenes on Intel AX200 / AX210 (the only mature open extractor today)
  • Some vendor-specific captures via Wi-Fi 6 chipset SDKs (ASUS, NETGEAR, Cisco)

Used by (papers)

  • 2023+ Wi-Fi sensing papers exploring 6 GHz / wide-band CSI

7 vault papers run on this hardwar

Titles and DOIs only — no abstracts, no analyses.

  • Efficient machine learning for Wi-Fi CSI-based human activity recognition using fast Monte Carlo based feature extraction 2026 DOI ↗
  • SimHumalator: An Open-Source End-to-End Radar Simulator for Human Activity Recognition 2022 DOI ↗
  • Exposing the CSI: A Systematic Investigation of CSI-based Wi-Fi Sensing Capabilities and Limitations 2023 DOI ↗
  • Exposing the CSI: A Systematic Investigation of CSI-based Wi-Fi Sensing Capabilities and Limitations 2023 DOI ↗
  • SDP: A Unified Protocol and Benchmarking Framework for Reproducible Wireless Sensing 2026 DOI ↗
  • An Overview on IEEE 802.11bf: WLAN Sensing 2025 DOI ↗
  • Time matters: Empirical insights into the limits and challenges of temporal generalization in CSI-based Wi-Fi sensing 2025 DOI ↗