Sharp Convergence Rates for Matching Pursuit
IEEE Transactions on Information TheoryWe study the fundamental limits of matching pursuit, or the pure greedy algorithm, for approximating a target function $ f $ by a linear combination $f_n$ of $n$ elements from a dictionary. When the target function is contained in the variation space corresponding to the dictionary, many impressive works over the past few decades have obtained upper ...
Jason M. Klusowski, Jonathan W. Siegel
openaire +3 more sources
Estimation of Directions of Arrival by Matching Pursuit (EDAMP)
EURASIP Journal on Wireless Communications and Networking, 2005 We propose a novel system architecture that employs a matching pursuit-based basis selection algorithm for directions of arrival estimation. The proposed system does not require a priori knowledge of the number of angles to be resolved and uses very ...
Karabulut Güneş Z. +2 more
doaj +1 more source
An Application of the Orthogonal Matching Pursuit Algorithm in Space-Time Adaptive Processing. [PDF]
Sensors (Basel), 2020 Ślesicka A, Kawalec A.
europepmc +1 more source
Intuitionistic fuzzy kernel matching pursuit ensemble based target recognition
Tongxin xuebao, 2015 Considering that the generalization of the learning machine performed poorly in the present intuitionistic fuzzy kernel matching pursuit algorithm(IFKMP)due to its training method and stopping criteria,a new recognition method based on intuitionistic ...
Xiao-dong YU +4 more
doaj +2 more sources
RobOMP: Robust variants of Orthogonal Matching Pursuit for sparse representations. [PDF]
PeerJ Comput Sci, 2019 Loza CA.
europepmc +1 more source
A Novel Matching Pursuit Modeling Strategy Based on Adaptive Fourier Decomposition Theory for Predicting Antigenic Variation of Influenza A (H1N1). [PDF]
China CDC WklyQu W +8 more
europepmc +1 more source
A new analysis approach for T2 relaxometry myelin water quantification: Orthogonal Matching Pursuit. [PDF]
Magn Reson Med, 2019 Drenthen GS +4 more
europepmc +1 more source
The application of matching pursuit spectral blueing in post-stack seismic frequency enhancement. [PDF]
Sci RepXuebin J +5 more
europepmc +1 more source
Multivariate Matching Pursuit Decomposition and Normalized Gabor Entropy for Quantification of Preictal Trends in Epilepsy. [PDF]
Entropy (Basel), 2018 Liu R +5 more
europepmc +1 more source