gitgoap / LoRaWAN-ML

LoRaWAN-ML

Paper Title: Feature Selection for Predicting LoRaWAN Spreading Factor with ML (available on IEEE Xplore)

Prerequisites

Before you begin, ensure you have the following installed: Git

Cloning the Repository

To clone this repository, follow these steps:

1. Clone the Repository: Open your terminal and run the following command:

   git clone https://github.com/gitgoap/LoRaWAN-ML.git

2. Change Directory: Navigate into the cloned repository:

cd LoRaWAN-ML

Original Dataset

For this project, we utilized the dataset available from the following repository:

Original Dataset GitHub repo

If you are using this repo code, please cite it as:

@inproceedings{prakash2025effective,
  title={Effective Feature Selection for Predicting Spreading Factor with ML in Large LoRaWAN-based Mobile IoT Networks},
  author={Prakash, Aman and Choudhury, Nikumani and Hazarika, Anakhi and Gorrela, Alekhya},
  booktitle={2025 National Conference on Communications (NCC)},
  pages={1--6},
  year={2025},
  organization={IEEE}
}