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We just expect to actually reveal the improvement from the optimization of measurement matrix, rather than our reconstruction method.
In addition, the performance of the greedy methods is more influenced by the coherence of the measurement matrix rather than its RIP order [6].
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(c) The measurement matrix is optimized on the basis of complex matrix, rather than optimizing real measurement matrix.
The UIF is employed to approximate the optimum importance function due to its simplicity, by which the matrix operation is the state information matrix rather than the covariance matrix of the measurement sequence.
For volatile organic compounds, sampling and analysis of breath is preferred to direct measurement from blood samples because breath collection is noninvasive, potentially infectious waste is avoided, the sample supply is essentially limitless, and the measurement of gas-phase analytes is much simpler in a gas matrix rather than in a complex biological tissue such as blood.
It is part of art seeing yourself in a broader social matrix, rather than being shoved between retail outlets.
Gaussian measurement matrix.
The measurement matrix is Hadamard matrix.
Gaussian measurement matrix [33, 34].
where A is measurement matrix.
The proposed approach does not depend on a known sparse representation of targets; rather, the theoretical performance bounds exploit the structure of a known dictionary of targets and the distance preservation property of the measurement matrix.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com