The water filling algorithm in Python environment

The water filling algorithm of Python environment.

Dependences

Numpy(https://numpy.org/)

Matplotlib (https://matplotlib.org/)

Installation

Input the following command in your python/file/path

git clone https://github.com/shen-tianji-gn/waterfilling.git

How to use it

from waterfilling.waterfilling import GWF

Please refer the waterfilling_call.py for details.

Reference

This program is build depend on geometric water-filling algorithm by Zhao in Ryerson University [1].

[1] P. He, L. Zhao, S. Zhou, and Z. Niu, “Water-filling: A geometric approach and its application to solve generalized radio resource allocation problems,” IEEE Trans. Wireless Commun., vol. 12, no. 7, pp. 3637–3647, Jul. 2013.

@article{he_2013_waterfilling,
    author = {He, Peter
          and Zhao, Lian
          and Zhou, Sheng
          and Niu, Zhisheng},
    title = {Water-filling: A geometric approach and its application to solve generalized radio resource allocation problems},
    journal = {IEEE Trans. Wireless Commun.},
    volume = {12},
    number = {7},
    pages = {3637-3647},
    month = jul,
    year = {2013},   
}