Results 1 to 10 of about 19,772 (299)
Matching pursuit shrinkage in Hilbert spaces [PDF]
Signal Processing, 2011 In this paper, we study a variant of the Matching Pursuit named Matching Pursuit Shrinkage. Similarly to the Matching Pursuit it seeks for an approximation of a datum living in a Hilbert space by a sparse linear expansion in an enumerable set of atoms.
Tieyong Zeng, François Malgouyres
exaly +5 more sources
Simultaneous optimized orthogonal matching pursuit with application to ECG compression. [PDF]
PLoS ONEA greedy pursuit strategy which finds a common basis for approximating a set of similar signals is proposed. The strategy extends the Optimized Orthogonal Matching Pursuit approach to selecting the subspace containing the approximation of all the signals
Laura Rebollo-Neira
doaj +2 more sources
Machine Learning, 2002 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Pascal Vincent, Yoshua Bengio
openaire +2 more sources
A Weak Selection Stochastic Gradient Matching Pursuit Algorithm [PDF]
Sensors, 2019 In the existing stochastic gradient matching pursuit algorithm, the preliminary atomic set includes atoms that do not fully match the original signal. This weakens the reconstruction capability and increases the computational complexity.
Liquan Zhao, Yunfeng Hu, Yanfei Jia
doaj +2 more sources
Adaptive Weight Multi-channel Matching Pursuit Algorithm-Based Strong Shielding Removal Method
CT Lilun yu yingyong yanjiu, 2023 The strata with large impedance differences are presented as strong amplitude seismic events on the seismic profile, which obscure useful information of nearby reservoirs and need interpretive target processing to remove the strong shielding.
Xi'an WANG +5 more
doaj +1 more source
Multipath Matching Pursuit [PDF]
IEEE Transactions on Information Theory, 2014 In this paper, we propose an algorithm referred to as multipath matching pursuit (MMP) that investigates multiple promising candidates to recover sparse signals from compressed measurements. Our method is inspired by the fact that the problem to find the candidate that minimizes the residual is readily modeled as a combinatoric tree search problem and ...
Suhyuk Kwon +2 more
openaire +3 more sources
An improved algorithm of segmented orthogonal matching pursuit based on wireless sensor networks
International Journal of Distributed Sensor Networks, 2022 Aiming at the problems of low data reconstruction accuracy in wireless sensor networks and users unable to receive accurate original signals, improvements are made on the basis of the stagewise orthogonal matching pursuit algorithm, combined with ...
Xinmiao Lu +4 more
doaj +1 more source
Electrical Faults Signals Restoring Based on Compressed Sensing Techniques
Energies, 2020 This research focuses on restoring signals caused by power failures in transmission lines using the basis pursuit, matching pursuit, and orthogonal matching pursuit sensing techniques.
Milton Ruiz, Iván Montalvo
doaj +1 more source
Preconditioned generalized orthogonal matching pursuit
EURASIP Journal on Advances in Signal Processing, 2020 Recently, compressed sensing (CS) has aroused much attention for that sparse signals can be retrieved from a small set of linear samples. Algorithms for CS reconstruction can be roughly classified into two categories: (1) optimization-based algorithms ...
Zhishen Tong +4 more
doaj +1 more source
Recovery of Sparse Signals via Modified Hard Thresholding Pursuit Algorithms
IET Signal Processing, 2023 In this paper, we propose a modified version of the hard thresholding pursuit algorithm, called modified hard thresholding pursuit (MHTP), using a convex combination of the current and previous points.
Li-Ping Geng +3 more
doaj +1 more source