abdhameed Goto Github PK

book-resource-allocation

Simulation code for the book “Optimal Resource Allocation in Coordinated Multi-Cell Systems” by Emil Björnson and Eduard Jorswieck, Foundations and Trends in Communications and Information Theory, vol. 9, no. 2-3, pp. 113-381, 2013

capillary-matlab

Matlab simulator for ALOHA-based M2M capillary networks.

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

downlink-and-uplink-cellular-network-analysis-using-stochastic-geometry

Modelling of Base stations using a homogeneous Poisson point process. Computation of Signal to Noise and Interference ratio (SINR) and Coverage probability for downlink and uplink scenarios

ee698o

Analysis of Heterogeneous Networks using Poisson Cluster Process

eh-wsn

Modelling EH-WSN MAC protocols

g-carlo-code_for_los_nlos_effect_on_network_densification

This repository contains the code of the simulator used in the paper "Effect of LOS/NLOS Propagation on 5G Ultra-Dense Networks", submitted to "COMPUTER NETWORKS, Elsevier" and currently under review.

genetic_mutation_algorithm

Using Genetic mutation algorithm to solve a multiple salesman problem for first emergency first response

k-means-on-the-association-of-small-cell-base-stations

simulation of paper "On the Association of Small Cell Base Stations with UAVs using Unsupervised Learning"

ml_cheat_sheet

My notes and superstitions about common machine learning algorithms

mmwave

paper-with-code-of-wireless-communication-based-on-dl

无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL

path-planning-with-rl-algorithms

Path Planning with Reinforcement Learning algorithms in an unknown environment

path-selection-and-rate-allocation-in-self-backhauled-mmwave-networks

This is a Matlab code package is related to the article : Path Selection and Rate Allocation for URLLC in Self-backhauled mmWave 5G Networks

pcp-hetnet-max-power-association

Evaluation of Coverage probability of unified HetNet Model by simulation and theory

power-allocation

projects-solutions

:pager: Links to others' solutions to Projects (https://github.com/karan/Projects/)

pytorch-cheatsheet

Check out improved:

reinforcement_learning-2021

Implementation of various reinforcement learning algorithms in examples obtained from the book "Reinforcement Learning: An Introduction, by Sutton and Barto".

resourceallocationv2xgraph

Graph-based resource sharing in vehicular communication, IEEE Transactions on Wireless Communications

rlstudyguide

How to Learn Reinforcement Learning: A Step-by-step Guide

self-adaptation_via_rl

Reinforcement Learning for Self Organization and Power Control of Two-Tier Heterogeneous Networks

stochastic_geometry_analysis

unmanned-air-vehicles-uav-simulator-for-placement-and-power-allocation-

Unmanned Air Vehicles (UAV) Simulator with Machine Learning