Description

Microcontrollers (typically ARM Cortex-M class) are the firmware host for BLE beacons and BLE scanners in the thesis architecture. Nordic Semiconductor's nRF52 family (nRF52832, nRF52840, nRF52833) is the dominant choice for BLE 5.x including direction finding (AoA/AoD). They are typically embedded into purpose-built boards rather than used standalone. For the thesis, MCUs appear in the BLE-collector and BLE-beacon device-instance notes as the silicon underneath.

Specs / capabilities

  • nRF52840: Cortex-M4F @ 64 MHz, 1 MB Flash, 256 KB RAM, BLE 5.x + 802.15.4
  • nRF52833: similar but DECT NR+ / Direction Finding capable
  • STM32WB55: dual-core M4 + M0+, BLE 5.x
  • I²C / SPI / UART / USB / GPIO peripherals

Tooling

  • Nordic nRF Connect SDK (Zephyr-based) / nRF5 SDK (legacy)
  • STM32CubeMX / STM32CubeIDE
  • PlatformIO, Zephyr RTOS

Used by (papers)

  • BLE beacon / scanner deployments in indoor localization
  • BLE direction-finding experiments (5.1 AoA/AoD)

10 vault papers run on this hardwar

Titles and DOIs only — no abstracts, no analyses.

  • Channel State Information (CSI) Amplitude Coloring Scheme for Enhancing Accuracy of an Indoor Occupancy Detection System Using Wi-Fi Sensing 2024 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 ↗
  • A Foundational Edge-AI Sensing Framework for Occupancy-Driven Energy Management in SMOs 2026 DOI ↗
  • Fundamentals, Algorithms, and Technologies of Occupancy Detection for Smart Buildings Using IoT Sensors 2024 DOI ↗
  • A Survey on Green Wireless Sensing: Energy-Efficient Sensing via WiFi CSI and Lightweight Learning 2026 DOI ↗
  • Energy-efficient architecture for perception layer of IoT system 2026 DOI ↗
  • Occupancy Prediction in IoT-Enabled Smart Buildings: Technologies, Methods, and Future Directions 2024 DOI ↗
  • BLE Can See: A Reinforcement Learning Approach for RF-based Indoor Occupancy Detection 2021 DOI ↗