Pinned Repositories
4rthOrd_Cumulant_Based_ESPRIT
Origional Push
covarianceEstimation-massiveMIMO
This is the code that generates the figures in the paper titled "Covariance Matrix Estimation for Massive MIMO" authored by Karthik Upadhya and Sergiy A. Vorobyov and published in IEEE Signal Processing Letters, vol. 25, no. 4, pp. 546-550, April 2018.
cyclo-matlab
Cyclostationary processing concepts and methods
DICTOL
DICTOL - A Dictionary Learning Toolbox in Matlab and Python
doamm
Implementation of algorithms for refinement of direction of arrival estimators by optimization
L1-SVD
a realization of the paper
Non-Uniform-Array
MATLAB codes for non-uniform antenna array optimization
PCA_MUSIC
Matlab code for my paper "Bayesian inference for PCA and MUSIC algorithms with unknown number of sources", IEEE Trans. on signal processing, 2018
PRML-Matlab
RMTCovEst
Improved Random Estimation of covariance matrix/ Precision matrix
santoshmore85's Repositories
santoshmore85/doamm
Implementation of algorithms for refinement of direction of arrival estimators by optimization
santoshmore85/cyclo-matlab
Cyclostationary processing concepts and methods
santoshmore85/DICTOL
DICTOL - A Dictionary Learning Toolbox in Matlab and Python
santoshmore85/sparse-and-redundant-representation-from-theory-to-applications-in-signal-and-image-processing-
santoshmore85/18335
18.335 - Introduction to Numerical Methods course
santoshmore85/Adaptive_and_Array_Signal_Processing_TUM
lecture notes for the "Adaptive and Array signal processing" lecture at Technical University of Munich
santoshmore85/dictionary-learning
This repository contains implementations of various dictionary learning algorithms for sparse representation.
santoshmore85/DOA-AOA-algorithms
Direction-of-Arrival Algorithms
santoshmore85/DOA-Estimation
Multiple Direction Of Arrival Algorithms written in MATLAB
santoshmore85/doatools.py
A simple library for theoretical research on direction-of-arrival (DOA) estimation in array signal processing.
santoshmore85/ee301_spring2021
code examples, data, etc for EE301
santoshmore85/estudiando_el_kay
Apuntes y soluciones de los ejercicios del libro "Fundamentals of Statistical Signal Processing: Estimation Theory" de Steven M. Kay
santoshmore85/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.
santoshmore85/fullRankSCM
MATLAB script of Full-Rank Spatial Covariance Model
santoshmore85/hello_123
xyz
santoshmore85/ILRMA
MATLAB script of Independent Low-Rank Matrix Analysis (ILRMA)
santoshmore85/Joint-partiallyJoint-Individual-Independent-Component-Analysis
The MATLAB code of Joint/partially-Joint/Individual ICA which is a deflation-based algorithm utilizing higher order cumulants to analyze the multi-subject brain imaging data in order to extract joint, partially-joint and individual sources.
santoshmore85/lrslibrary
Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos
santoshmore85/manopt
Manopt, a Matlab toolbox for optimization on manifolds
santoshmore85/MIPT-Opt
A course on Optimization Methods
santoshmore85/mirt
Michigan Image Reconstruction Toolbox (MIRT) - Matlab version
santoshmore85/Orthogonal-Matching-Pursuit-Family
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)
santoshmore85/robust-filter
[ICML 2017] Robust estimation of mean and covariance in high dimensions
santoshmore85/santoshmore85
Config files for my GitHub profile.
santoshmore85/sever
[ICML 2019] A Robust Meta-Algorithm for Stochastic Optimization
santoshmore85/sparse-plex
A MATLAB library for sparse representation problems
santoshmore85/sparse-representation
一些在振动信号重构中应用的稀疏重构算法
santoshmore85/Spherical-Array-Processing
A collection of MATLAB routines for acoustical array processing on spherical harmonic signals, commonly captured with a spherical microphone array.
santoshmore85/StatisticalSignalProcessing
Matlab code implementing different methods used in statistical signal processing; mainly Extended Kalman Filters, LMS/RLS, Wiener, robust regression, MMSE estimators, ML estimators, Hi-Frequency estimators (Pisarenko, MUSIC, ESPRIT)
santoshmore85/toolbox
This document contains the functions that are currently available in the RobustSP toolbox: a Matlab toolbox for robust signal processing. The toolbox can be freely used for non-commercial use only. Please make appropriate references to our book: Zoubir, A. M., Koivunen, V., Ollila, E., and Muma, M. Robust Statistics for Signal Processing Cambridge University Press, 2018.