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ghizall4 / Deep-Q-Learning-SON-Perf-Improvement

Code for my publication: Deep Q-Learning for Self-Organizing Networks Fault Management and Radio Performance Improvement. Paper accepted to 52nd Asilomar Conference on Signals, Systems, and Computers, 2018.

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Deep-Q-Learning-SON-Perf-Improvement

The requirement for running this code is to obtain license and access of the Vienna LTE-A simulator, found at: https://www.nt.tuwien.ac.at/research/mobile-communications/vccs/vienna-lte-a-simulators/

MATLAB, Python 3, TensorFlow are all required.

An important file LTE_sim_main.m is missing since it is part of the Vienna LTE-A simulator. I had to modify this file to enable alarms, but of course cannot share the file due to copyrights.

Version history

7/25/2018 Initial code release

7/26/2019 Version 2. Fixed a few bugs and added more alarms.

About

Code for my publication: Deep Q-Learning for Self-Organizing Networks Fault Management and Radio Performance Improvement. Paper accepted to 52nd Asilomar Conference on Signals, Systems, and Computers, 2018.

Languages

Language:MATLAB 53.9%Language:Python 46.1%