Convolutional Neural Network Based Optimization Approach for Wireless Resource Management
This repository contains the implementations of the following paper:
M. H. Rahman, M. M. Mowla, and S. Shanto "Convolutional Neural Network Based Optimization Approach for Wireless Resource Management," 2020 2nd International Conference on Advanced Information and Communication Technology (ICAICT), Dhaka, Bangladesh, 2020, pp. 280-285, doi: 10.1109/ICAICT51780.2020.9333532.
Requirements:
1. Python 3.7
2. Tensorflow 1.x
3. Numpy
4. Scipy
First generate the data (.mat) using data-generator.py, then run main.py for training and testing.
For further visualization, you can use matplotlib.