Discover tanweer-mahdi/Orthogonal-Matching-Pursuit-Family Open Source

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MATLAB
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This repo contains variations of Orthogonal Matching Pursuit (OMP) Algorithm family. The family includes: Piecewise Orthogonal Matching Pursuit (POMP), Detector based Orthogonal Matching Pursuit (DGOMP)

MUSIC-and-root-MUSIC

A simple code for Multple Signal Classification (MUSIC).

MATLAB

Approximate-Message-Passing

Approximate Message Passing is an ultra fast sparse recovery algorithm.

MATLAB

Expectation-Propagation

Expectation-Propagation (EP) is used in conjunction with Bayesian Inference Problems where an intractable distribution is approximated with a complex multivariate gaussian while minimizing Kullback-Leiber distance via matching moments in ascending orders.

MATLAB

Zadoff-Chu-Sequence-Generator

This code creates Zadoff-Chu sequence which are used in LTE Uplink paradigm (Primary Synchronization Signal (PSS), random access preamble (PRACH), uplink control channel (PUCCH), uplink traffic channel (PUSCH) and sounding reference signals (SRS)).

MATLAB

Dynamic-Random-Access-with-SS

This repository contains all the functions wrote for Multi-user Detection in Uplink Grant-Free NOMA with Sinusoidal Sequences

MATLAB

DeepNOMA

DeepNOMA is a knowledge distilled DL architecture aiming to deliver fast, high performance multi-user detection in massive IoT (also known as massive Machine Type Communication) systems. Work in progress.

Python

FDA-

All codes and results for FDA-MIMO radar

predict-future-sales

Kaggles future sales prediciton competition

Jupyter Notebook

PyTorch-MemoryMapped-CrossValidaiton

PyTorch Dataset workflow/example with memory-mapped Numpy data

Python

exploring_eclipse

Trying to be familiar with Eclipse

rt-currency-converter

Real time currency conversion from AUD to BDT. API provided by the amazing 'https://fixer.io/'

Python

Equiangular-Tight-Frame

Codes for designing Equiangular Tight Frame. Here I have used Alternating Projection based algorithm. Original work did not consider extending the algorithm for the field of complex number. This algorithm is specifically for complex tight frames

MATLAB

Weighted-Information-Criteria

Weighted Information Criteria (WIC) is used for finding optimal model order penalizing overfitting of model for a wide range of model order given signal snapshots

MATLAB

tanweer-mahdi/Orthogonal-Matching-Pursuit-Family

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