Safe Haskell	Safe-Inferred
Language	Haskell2010

CoSaMP

Description

Compressive Sampling Matched Pursuit (CoSaMP): Iterative signal recovery from incomplete and inaccurate samples" by Deanna Needell & Joel Tropp

Synopsis

cosamp :: Matrix Double -> Vector Double -> Int -> Int -> Double -> Vector Double
dctOrtho :: Matrix Double -> Matrix Double
idctOrtho :: Vector Double -> Vector Double

Documentation

Arguments

:: Matrix Double	sampling matrix Φ
-> Vector Double	noisy sample vector u
-> Int	sparsity level s
-> Int	Number of Iterations (default 1000)
-> Double	Tolerance (default 1.0e-10)
-> Vector Double	s-sparse approsimation of the target signal

Compressive Sampling Matched Pursuit (CoSaMP)

DCT Type II where corresponding matrix coefficients are made orthonormal

Inverse DCT Type II where corresponding matrix coefficients are made orthonormal