Mahfuzur Rahman's Projects
This tool computes the expected link capacity in data rate (Mbit/s) for sidelink considering 5G New Radio (NR) and Long Term Evolution (LTE) communication standards, as defined by The 3rd Generation Partnership Project (3GPP). Users can input the respective configuration parameters and evaluate the resulting capacity.
Reinforcement_learning and automated planning for 5g Network slicing
PPO
Amarisoft 4G LTE 5G NR USRP配置文件
An open autonomous driving platform
Atlas: Automate Online Service Configuration in Network Slicing
基于 SDR 开源方案& 商业授权方案 实现 2-5G 安全研究的一些资源整合
Project code for cd0025 Supervised Learning
Server Deployment and Configuration project. This was formerly the nd0044 course 4 project.
Publicly available starter notebooks and related code for Udacity's Introduction to Neural Networks with PyTorch.
cd12355 project: Coworking Space Service Project Starter
Repository containing demos and exercises belonging to the Udacity course RNNs and Transformers.
A generator of cell free mimo in python
https://cn.udacity.com/mlnd/
Convolutional Neural Network for Text Classification in Tensorflow
Repo for the Deep Learning Nanodegree Foundations program.
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
Repo for the Deep Reinforcement Learning Nanodegree program
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.
DeepMIMO python dataset codes for mmWave and massive MIMO
Deep RL implementations. DQN, SAC, DDPG, TD3, PPO and VPG implemented in pytorch. Tested Env: LunarLander-v2 and Pendulum-v0.
Source Codes for: DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing
Supporting material and projects for a course on Cloud DevOps: Microservices.
MATLAB codes for the paper "3GPP-inspired Stochastic Geometry-based Mobility Model for a Drone Cellular Network".
it contains MATLAB simulation of Direct Sequence Spread Spectrum technique.