When reporting results that use the dataset or code in this repository, please cite the paper below:
Mabon Ninan, Ryan Evans, Logan Reichling, Nirnimesh Ghose, Boyang Wang, "TinyRadio: Tiny Neural Networks for Fingerprinting Radio Frequency Signals"
This project is written in Python 3.8 and Tensorflow 2.3.1 . Our experiments is running with:
- GPU machine (Intel i9 CPU, 128GB memory,and a NVIDIA Titan RTX GPU).
- Raspberry Pi 4 Model B running Debian Version 11 (64-bit) with Broadcom BCM2711, quad-core Cortex-A72 64-bit 1.8GHz, and 4GB SDRAM.
- Jetson Orin consists of a NVIDIA Ampere GPU, a 6-core ARM CPU, and 8GB memory.