Description

LoRa (Long Range) is a Semtech-proprietary chirp spread-spectrum sub-GHz radio physical layer (with the LoRaWAN MAC stack on top) targeting low-power wide-area IoT. It appears in the bibliography as a comparison sensing modality: kilometre-scale range and CSS modulation enable through-wall and large-area sensing that Wi-Fi cannot reach, but at very low data rates and coarse temporal resolution. Some recent papers extract LoRa CSI for sensing similarly to Wi-Fi CSI; for the thesis LoRa is mostly relevant as a "complementary modality" benchmark, not a deployment target.

Specs / capabilities

  • Sub-GHz ISM bands (433 / 868 / 915 MHz depending on region)
  • Chirp Spread Spectrum modulation (high processing gain → long range)
  • Spreading factors SF7-SF12 trade range for data rate
  • Bandwidth 125 / 250 / 500 kHz
  • Up to 15 km line-of-sight, 2-5 km urban
  • 0.3-50 kbps data rate

Tooling

  • Semtech reference designs (SX127x / SX126x)
  • Heltec / Adafruit / Pycom dev boards
  • LoRaWAN gateways (Things Network, Helium)

Used by (papers)

  • LoRa-based localization / sensing papers (RSSI / CSI)
  • Through-wall sensing comparison vs Wi-Fi CSI

3 vault papers run on this hardwar

Titles and DOIs only — no abstracts, no analyses.

  • Boosting WiFi Sensing Performance via CSI Ratio 2021 DOI ↗
  • WiFi-Based Human Sensing With Deep Learning: Recent Advances, Challenges, and Opportunities 2024 DOI ↗
  • A survey on CSI-based Wi-Fi sensing datasets and models with a focus on reproducibility 2026 DOI ↗