Description

Probe-request sensing extracts presence and trajectory information from the unsolicited management frames Wi-Fi devices broadcast while scanning. Sniffers passively log (timestamp, MAC, SSID-list, RSSI) tuples and convert them into device counts, dwell times, and inter-area flow estimates. Despite MAC randomisation it remains a popular cheap modality for retail / event analytics, and is a useful BLE-side companion to probe-based ground truth in crowd studies.

When it's used

  • Cheap mobile-device counting in indoor venues
  • Crowd-flow inference from inter-AP MAC sightings
  • Calibration ground truth for CSI-derived people counting

Limitations

  • MAC randomisation degrades device-level continuity
  • Counts devices, not people (carry-state, multi-device users)
  • Privacy-sensitive — handling raw MACs is regulated (GDPR)

Source Papers

  • longo2019_b72f — probe-request crowd counting
  • pronello2025_9dc1 — recent probe-request mobility analysis
  • ficara2024_f89b — probe-request crowd analytics

4 vault papers use this method

Titles and DOIs only — no abstracts, no analyses.

  • Accurate occupancy estimation with WiFi and bluetooth/BLE packet capture 2019 DOI ↗
  • A low-cost automatic people-counting system at bus stops using Wi-Fi probe requests and deep learning 2025 DOI ↗
  • A Tutorial on Privacy, RCM and Its Implications in WLAN 2024 DOI ↗
  • A Survey of Techniques for Automatically Sensing the Behavior of a Crowd 2019 DOI ↗