Description

A BLE beacon is a small battery-powered (typically coin-cell) device that broadcasts BLE advertisements at a fixed cadence (100 ms-10 s) carrying an iBeacon or Eddystone payload. They are the canonical hardware for indoor BLE localization: any nearby smartphone or BLE scanner reads RSSI per beacon and triangulates / fingerprints. In the thesis architecture, BLE beacons (combined with smartphone-side scanning or anchored BLE collectors) provide the calibrated ground-truth density and trajectory data that the CSI pipeline is regressed against. Beacons are deployed in the monitored area at known coordinates.

Specs / capabilities

  • BLE 4.0+ advertising channels (37, 38, 39)
  • Configurable TX power (-40 to +4 dBm typical) and advertising interval (100 ms-10 s)
  • iBeacon: UUID + major + minor (16 bytes)
  • Eddystone: UID, URL, TLM (telemetry), EID (encrypted) frame variants
  • 1-3 year battery life on CR2032 at 1 s interval
  • Cost ~$5-20 per unit

Tooling

  • iBeacon spec (Apple, 2013)
  • Eddystone spec (Google, 2015)
  • Vendor SDKs: Estimote, Kontakt.io, Aruba Meridian, Minew
  • Beacon configuration usually via mobile companion app

Used by (papers)

  • Indoor BLE localization papers (RSSI fingerprinting baseline)
  • Crowd-counting / proximity-tracing studies
  • BLE-calibrated CSI (thesis future direction)

14 vault papers run on this hardwar

Titles and DOIs only — no abstracts, no analyses.

  • Device-free occupancy detection and crowd counting in smart buildings with WiFi-enabled IoT 2018 DOI ↗
  • Human Sensing by Using Radio Frequency Signals: A Survey on Occupancy and Activity Detection 2023 DOI ↗
  • A Non Intrusive Human Presence Detection Methodology Based on Channel State Information of Wi-Fi Networks 2023 DOI ↗
  • Building occupancy estimation and detection: A review 2018 DOI ↗
  • CROOD: Estimating crude building occupancy from mobile device connections without ground-truth calibration 2022 DOI ↗
  • Personalization in smart urban environments: a taxonomy and survey of recommender systems 2026 DOI ↗
  • The Battery Insertion Attack: Is Periodic Pseudo-randomization Sufficient for Beacon Privacy? 2025 DOI ↗
  • PEOPLEx: PEdestrian Opportunistic Positioning LEveraging IMU, UWB, BLE and WiFi 2024 DOI ↗
  • Physics of Human Crowds 2023 DOI ↗
  • Efficient Adaptive Beacon Deployment Optimization for Indoor Crowd Monitoring Applications 2022 DOI ↗
  • BLE Can See: A Reinforcement Learning Approach for RF-based Indoor Occupancy Detection 2021 DOI ↗
  • Nationwide deployment and operation of a virtual arrival detection system in the wild 2021 DOI ↗
  • A Person-to-Person and Person-to-Place COVID-19 Contact Tracing System Based on OGC IndoorGML 2020 DOI ↗
  • Memoryless Techniques and Wireless Technologies for Indoor Localization With the Internet of Things 2020 DOI ↗