Acronyms

Acronym	Full form
ADC	Analog to Digital Conversion
AIC	Analog to Information Conversion
AIHT	Accelerated Iterative Hard Thresholding
AMP	Approximate Message Passing
AST	Affine Scaling Transformation
BAOMP	Backtracking based Adaptive Orthogonal Matching Pursuit
BCQP	Bound Constrained Quadratic Program
BCS	Bayesian Compressive Sensing
BOCP	Block Orthogonal Matching Pursuit
BP	Basis Pursuit
BPDN	Basis Pursuit DeNoising
BPIC	Basis Pursuit with Inequality Constraints
CG	Conjugate Gradient
CoSaMP	Compressed Sampling Matching Pursuit
CP	Chaining Pursuit
CR	Cognitive Radio
CS	Compressive Sensing, Compressed Sensing, Compressive Sampling
DCT	Discrete Cosine Transform
DOA	Direction Of Arrival
D-OMP	Differential Orthogonal Matching Pursuit
DS	Dantzig Selector
EM	Expectation Maximization
FBP	Forward Backward Pursuit
FFT	Fast Fourier Transform
FISTA	Fast Iterative Shrinkage Thresholding Algorithm
FOCUSS	Focal Underdetermined System Solution
GBP	Greedy Basis Pursuit
GOAMP	Generalized Orthogonal Adaptive Matching Pursuit
GP	Gradient Projection
GPSR	Gradient Projection for Sparse Reconstruction
HDTV	High Definition Television
HHS	Heavy Hitters on Steroids
HTP	Hard Thresholding Pursuit
IHT	Iterative Hard Thresholding
IoT	Internet of Things
IP	Integer Programming, Interior Point methods
IPM	Interior Points Method
IRLS	Iterative Reweighted Least Squares
IST	Iterative Shrinkage/Thresholding algorithms
LARS	Least Angle Regression
LASSO	Least Absolute Shrinkage and Selection Operator
LP	Linear Programming
LS	Least Squares
LSP	Least Squares Program
LSQR	Least Squares
MM	Majorization Minimization
MP	Matching Pursuit
MRI	Magnetic Resonance Imaging
NHTP	Normalized Hard Thresholding Pursuit
NIHT	Normalized Iterative Hard Thresholding
OLS	Orthogonal Least Squares
OMP	Orthogonal Matching Pursuit
PCG	Preconditioned Conjugate Gradient
QCLP	Quadratically Constrained Linear Program
QP	Quadratic Programming, Quadratic Program
SOCP	Second Order Cone Program
SP	Subspace Pursuit
SSC	Sparse Subspace Clustering
TNIPM	Truncated Newton Interior Point Method
WHT	Walsh Hadamard Transform