Compressive Sampling: Sparse Signal Recovery Utilities

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Documentation for package ‘R1magic’ version 0.3.4

• DESCRIPTION file.
• Package NEWS.

Help Pages

CompareL1_L2_TV1	Compare L1, L2 and TV on a sparse signal.
DFTMatrix0	Generate Discrete Fourier Transform Matrix using DFTMatrixPlain.
DFTMatrixPlain	Generate Plain Discrete Fourier Transform Matrix without the coefficient
GaussianMatrix	Generate Gaussian Random Matrix
Lnorm	L-p norm of a given complex vector
mutualCoherence	Cumulative mutual coherence
objective1TV	1-D Total Variation Penalized Objective Function
objectiveL1	Objective function for ridge L1 penalty
objectiveL2	Objective function for Tikhinov L2 penalty
oo	Frequency expression for DFT
scaleBack.lm	Transform back multiple regression coefficients to unscaled regression coefficients Original question posed by Mark Seeto on the R mailing list.
solve1TV	1-D Total Variation Penalized Nonlinear Minimization
solveL1	l1 Penalized Nonlinear Minimization
solveL2	l2 Penalized Nonlinear Minimization
sparseSignal	Sparse digital signal Generator.
TV1	1-D total variation of a vector.