Support agnostic Bayesian Matching pursuit for block sparse signals
Software Description: Some signal processing problems can be modeled as finding a sparse solution to an under-determined linear system of equations. There are a number of ways to find the sparse solution.
Constrained Perturbation Regularization Approach for Signal Estimation Using Random Matrix Theory
Software Description Estimating the values of unknown parameters from corrupted measured data faces a lot of challenges in ill-posed problems.
On the Distribution of Indefinite Quadratic Forms in Gaussian Random Variables
Software Description: This software evaluate the CDF and PDF of indefinite quadratic forms in Gaussian random variables.
SNR Estimation in Linear Systems With Gaussian Matrices
Software Description: This work proposes a highly accurate algorithm to estimate the signal-to-noise ratio (SNR) for a linear system from a single realization of the received signal.