mussaeb / Reducing-power-requirement-of-LPWA-networks-via-machine-learning

Reducing-power-requirement-of-LPWA-networks-via-machine-learning

Reducing-power-requirement-of-LPWA-networks-via-machine-learning

Documentation/Publication Reference : https://doi.org/10.1556/606.2020.00263

Support Vector Regression(SVR) and Deep Neural Network(DNN) ML Algorithms are used to reduce, measure and compare power consumption of LPWAN Networks on IoT devices.

To Run the code :

pip install -r requirements.txt

#  Training with SVR: 

	python3 prediction_train.py --model_type='svr'


# Training with DNN: 

	python3 prediction_train.py --model_type='deepnn'