farismismar

farismismar's repositories

Deep-Reinforcement-Learning-for-5G-Networks

Code for my publication: Deep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination. Paper accepted for publication to IEEE Transactions on Communications.

Language:Python140 14 3

Q-Learning-Power-Control

Code for the following publication: F. B. Mismar, J. Choi, and B. L. Evans, "A Framework for Automated Cellular Network Tuning with Reinforcement Learning", IEEE Transactions on Communications, vol. 67, no. 10, Oct. 2019, pp. 7152-7167, DOI 10.1109/TCOMM.2019.2926715.

Language:Python44 5 3

Stock-Prediction

Implementation of stock technical indicators and deep LSTM for closing price 30-day lookahead predictions (for learning purposes only).

Language:Python26 4 1

Deep-Q-Learning-SON-Perf-Improvement

Language:MATLAB22 20

DL-CoMP-Machine-Learning

Code for my publication: F. B. Mismar and B. L. Evans, "Deep Learning in Downlink Coordinated Multipoint in New Radio Heterogeneous Networks", IEEE Wireless Communication Letters, vol. 8, no. 4, Aug. 2019, pp. 1040-1043, DOI 10.1109/LWC.2019.2904686.

Language:Python22 3 1

Handover-Improvement-ML

Code for my publication: Partially Blind Handovers for mmWave New Radio Aided by Sub-6 GHz LTE Signaling. Paper accepted to IEEE International Conference of Communications Workshops, 2018.

Language:Python15 20

Bandswitch-DeepMIMO

Code for my publication: Deep Learning Predictive Band Switching in Wireless Networks. Paper accepted for publication to IEEE Transactions in Wireless Communications.

Language:Python14 20