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- W4300881421 abstract "Compressive sensing is an emergent field of signal processing which states that a small number of non-adaptive linear projections on a compressible signal contain enough information to reconstruct and process it. This paper presents the results of evaluating five measurement matrices for applying them to compressive sensing in a system using orthogonal matching pursuit (OMP) to reconstruct the original signal. The measurement matrices were those implicated in compressive sensing as well as in reconstructing the signal. The Hadamard-random matrix stood out within this group of matrices because the lowest percentage of error in signal recovery was obtained with it. This paper also presents a methodology for evaluating these matrices, allowing subsequent analysis of their suitability for specific applications." @default.
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- W4300881421 date "2009-05-01" @default.
- W4300881421 modified "2023-09-27" @default.
- W4300881421 title "Sparse signal recovery using orthogonal matching pursuit (OMP)" @default.
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- W4300881421 doi "https://doi.org/10.15446/ing.investig.v29n2.15171" @default.
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