Description

RFID (Radio-Frequency Identification) is the older cousin of BLE for indoor identification: passive tags backscatter a reader's interrogation signal, and the reader extracts identity + RSSI / phase. UHF RFID (860-960 MHz, EPC Gen2) is the variant most commonly used for indoor localization research because passive tags are battery-free and pennies each, and the reader exposes per-tag phase that supports cm-scale localization (e.g. Tagoram-class systems). For the thesis it is a comparison baseline to BLE — same problem (indoor localization), different physical layer with different cost / range / accuracy trade-offs.

Specs / capabilities

  • LF (125 kHz), HF / NFC (13.56 MHz), UHF (860-960 MHz)
  • UHF passive: ~10 m range, hundreds of tags per second per reader
  • Tag-side: backscatter modulation, no battery, ~$0.05 per tag
  • Reader-side: per-tag RSSI, phase, RF Doppler in research-grade readers (Impinj Speedway R420)
  • EPC Gen2 protocol (ISO/IEC 18000-63)

Tooling

  • Impinj Octane SDK / LLRP protocol
  • Open-source LLRP libraries (llrp_proto, sllurp)

Used by (papers)

  • Indoor RFID localization papers (Tagoram, RF-IDraw, etc.) — comparison vs BLE / CSI
  • Crowd / inventory tracking applications

17 vault papers run on this hardwar

Titles and DOIs only — no abstracts, no analyses.

  • Internet of Things (IoT): A vision, architectural elements, and future directions 2013 DOI ↗
  • A Standard Indoor Spatial Data Model—OGC IndoorGML and Implementation Approaches 2017 DOI ↗
  • Internet of Things for Smart Cities 2014 DOI ↗
  • NeRF2: Neural Radio-Frequency Radiance Fields 2023 DOI ↗
  • NeRF2: Neural Radio-Frequency Radiance Fields 2023 DOI ↗
  • A survey on Internet of Things architectures 2018 DOI ↗
  • Human Sensing by Using Radio Frequency Signals: A Survey on Occupancy and Activity Detection 2023 DOI ↗
  • Building occupancy estimation and detection: A review 2018 DOI ↗
  • WiFi-Based Human Sensing With Deep Learning: Recent Advances, Challenges, and Opportunities 2024 DOI ↗
  • A Survey on Fusion-Based Indoor Positioning 2020 DOI ↗
  • IoT solutions for e-Health applications for care's continuity at home 2026 DOI ↗
  • A survey on CSI-based Wi-Fi sensing datasets and models with a focus on reproducibility 2026 DOI ↗
  • Personalization in smart urban environments: a taxonomy and survey of recommender systems 2026 DOI ↗
  • Sensing Technologies for Crowd Management, Adaptation, and Information Dissemination in Public Transportation Systems: A Review 2023 DOI ↗
  • BLE Can See: A Reinforcement Learning Approach for RF-based Indoor Occupancy Detection 2021 DOI ↗
  • Memoryless Techniques and Wireless Technologies for Indoor Localization With the Internet of Things 2020 DOI ↗
  • A Survey of Techniques for Automatically Sensing the Behavior of a Crowd 2019 DOI ↗