Sparse Approximation of Multivariate Functions from Small Datasets Via Weighted Orthogonal Matching Pursuit

Lecture Notes in Computational Science and Engineering - Spectral and High Order Methods for Partial Differential Equations ICOSAHOM 2018 ◽

10.1007/978-3-030-39647-3_49 ◽

2020 ◽

pp. 611-621

Author(s):

Ben Adcock ◽

Simone Brugiapaglia

Keyword(s):

Matching Pursuit ◽

Sparse Approximation ◽

Orthogonal Matching Pursuit ◽

Multivariate Functions

Download Full-text

Average Performance of Orthogonal Matching Pursuit (OMP) for Sparse Approximation

IEEE Signal Processing Letters ◽

10.1109/lsp.2018.2878061 ◽

2018 ◽

Vol 25 (12) ◽

pp. 1865-1869 ◽

Author(s):

Karin Schnass

Keyword(s):

Matching Pursuit ◽

Sparse Approximation ◽

Orthogonal Matching Pursuit ◽

Average Performance

Download Full-text

Multi-scale kernel basis and iterative orthogonal matching pursuit for sparse approximation

2009 International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2009.5212275 ◽

2009 ◽

Author(s):

Zhi-Peng Xie ◽

Song-Can Chen ◽

Yang-Yang Wu ◽

Duan-Sheng Chen

Keyword(s):

Matching Pursuit ◽

Sparse Approximation ◽

Orthogonal Matching Pursuit ◽

Download Full-text

Corrections to “Average Performance of Orthogonal Matching Pursuit (OMP) for Sparse Approximation”

IEEE Signal Processing Letters ◽

10.1109/lsp.2019.2930435 ◽

2019 ◽

Vol 26 (10) ◽

pp. 1566-1567

Author(s):

Karin Schnass

Keyword(s):

Matching Pursuit ◽

Sparse Approximation ◽

Orthogonal Matching Pursuit ◽

Average Performance

Download Full-text

Parameter Estimation of Sub-sampling LFM Signal Based on Orthogonal Matching Pursuit

JOURNAL OF ELECTRONICS INFORMATION TECHNOLOGY ◽

10.3724/sp.j.1146.2012.01399 ◽

2014 ◽

Vol 35 (8) ◽

pp. 1888-1893

Author(s):

Ning Ma ◽

Jian-xin Wang ◽

Ning-fei Dong

Keyword(s):

Parameter Estimation ◽

Matching Pursuit ◽

Orthogonal Matching Pursuit

Download Full-text

Orthogonal Matching Pursuit for Least Squares Temporal Difference with Gradient Correction

2020 Chinese Automation Congress (CAC) ◽

10.1109/cac51589.2020.9327001 ◽

2020 ◽

Author(s):

Dazi Li ◽

Chao Ma ◽

Jianqing Zhang ◽

Xin Ma ◽

Qibing Jin

Keyword(s):

Least Squares ◽

Matching Pursuit ◽

Orthogonal Matching Pursuit ◽

Temporal Difference ◽

Gradient Correction

Download Full-text

Design of Orthogonal Matching Pursuit Architecture based on Compressed Sampling Using FPGA

2020 3rd International Conference on Intelligent Sustainable Systems (ICISS) ◽

10.1109/iciss49785.2020.9316025 ◽

2020 ◽

Author(s):

Santosh S. Bujari ◽

Saroja V. Siddamal

Keyword(s):

Matching Pursuit ◽

Orthogonal Matching Pursuit ◽

Compressed Sampling

Download Full-text

Performance Investigation of Volterra-based Digital Predistortion Using Orthogonal Matching Pursuit

2020 International Conference on Communications, Information System and Computer Engineering (CISCE) ◽

10.1109/cisce50729.2020.00019 ◽

2020 ◽

Author(s):

Xi Liu ◽

Pu Miao

Keyword(s):

Matching Pursuit ◽

Orthogonal Matching Pursuit ◽

Digital Predistortion

Download Full-text

Generalized Orthogonal Matching Pursuit With Singular Value Decomposition

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2021.3086492 ◽

2021 ◽

pp. 1-5

Author(s):

Ting Fu ◽

Zhaoyun Zong ◽

Xingyao Yin

Keyword(s):

Singular Value Decomposition ◽

Matching Pursuit ◽

Singular Value ◽

Orthogonal Matching Pursuit ◽

Value Decomposition ◽

Generalized Orthogonal

Download Full-text

Simultaneous Seismic Sources Separation Based on Matrioshka Orthogonal Matching Pursuit, Application in Oil and Gas Exploration

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2019.2959650 ◽

2020 ◽

Vol 58 (7) ◽

pp. 4529-4546

Author(s):

Ekaterina Shipilova ◽

Michel Barret ◽

Matthieu Bloch ◽

Jean-Luc Boelle ◽

Jean-Luc Collette

Keyword(s):

Oil And Gas ◽

Matching Pursuit ◽

Orthogonal Matching Pursuit ◽

Seismic Sources ◽

Oil And Gas Exploration

Download Full-text

Design and Generalization Analysis of Orthogonal Matching Pursuit Algorithms

IEEE Transactions on Information Theory ◽

10.1109/tit.2011.2158880 ◽

2011 ◽

Vol 57 (8) ◽

pp. 5326-5341 ◽

Author(s):

Zakria Hussain ◽

John Shawe-Taylor ◽

David R. Hardoon ◽

Charanpal Dhanjal

Keyword(s):

Matching Pursuit ◽

Orthogonal Matching Pursuit

Download Full-text