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Orthogonal Matching Pursuit for ferromagnetic target localization and identification
2012 20th Signal Processing and Communications Applications Conference (SIU), 2012The use of magnetic sensors in wireless sensor networks is a topic that has gained limited attention in comparison to that of other sensors. Research has generally focused on the detection of large ferromagnetic targets (e.g., cars and airplanes). Moreover, the changes in the magnetic field intensity measured by the sensor have been used to obtain ...
Sajjad Baghaee +2 more
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REMARKS ABOUT ORTHOGONAL MATCHING PURSUIT ALGORITHMS
Advances in Adaptive Data Analysis, 2012The orthogonal matching pursuit (OMP) is a popular decoder to recover sparse signal in compressed sensing. Our aim is to investigate the theoretical properties of OMP. In particular, we show that the OMP decoder can give (p, q) instance optimality for a large class of encoders with 1 ≤ p ≤ q ≤ 2 and (p, q) ≠ (2, 2).
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System Identification by Matching Pursuit and Orthogonal Matching Pursuit
2022 International Conference on Machine Learning and Intelligent Systems Engineering (MLISE), 2022openaire +1 more source
Kernels for Incoherent Projection and Orthogonal Matching Pursuit
2022Himanshu Kandiyal, C. S. Sastry 0001
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Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit
IEEE Transactions on Information Theory, 2007Joel A Tropp, Anna C Gilbert
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Orthogonal Matching Pursuit With Thresholding and its Application in Compressive Sensing
IEEE Transactions on Signal Processing, 2015Mingrui Yang, Frank De Hoog
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Orthogonal Matching Pursuit for Sparse Signal Recovery With Noise
IEEE Transactions on Information Theory, 2011T Tony Cai, Lie Wang
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Pixel-level image fusion with simultaneous orthogonal matching pursuit
Information Fusion, 2012Bin Yang, Shutao Li
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A Doubly Orthogonal Matching Pursuit Algorithm for Sparse Predistortion of Power Amplifiers
IEEE Microwave and Wireless Components Letters, 2018Juan A Becerra +2 more
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