Fingerprinting Localization with Digital Twins

This is the official repository of the paper: Localization in Digital Twin MIMO Networks: A Case for Massive Fingerprinting

In this repository, you will find the simulation code used to generate all results and instructions to run this code.

Environment Setup

Install miniforge
Open the miniforge prompt (on Windows) or the terminal (on Linux or MacOS)
Type the following commands:

mamba create -n locDT_env python
mamba activate locDT_env
mamba install numpy pandas tqdm matplotlib scipy spyder-kernels=2.4
pip install DeepMIMO

Note: the spyder-kernels=2.4 part is only necessary if you plan on using spyder. If you do, install it in: Spyder.

FAST Reproducibility video

Detailed Reproducibility video