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Thus, the proposed algorithm avoids orthonormalization process after each update for postprocessing algorithms which need an orthonormal basis for the signal subspace.
From the final spatio-temporally smoothed data matrix, a basis for the signal and noise subspaces can be obtained as follows.
Recognizing that the SF train could act as the sparsity basis for the signal, we apply it as a pulse compression code to construct the 'compressible signal' for a transmit sensor.
where ψ is some basis and θ is a vector containing only K ≪ N nonzero coefficients; we can say that f is K-sparse in the domain ψ, and ψ is a sparse basis for the signal f.
EMD is a method of breaking down the signal without leaving the time domain; it filters out functions which form a complete and nearly orthogonal basis for the signal being analyzed [1].
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However, the basis for the signals' specificity and recognition is unclear.
Fourier Transform (FT) based measures [ 10] assume a linear, deterministic basis for the signals, and may prove to be impracticable.
Similar to the imaging of relaxation of H from water, F can be used as the basis of the signal for MR spectroscopy and image formation.
Two samples were classified as subtype 2c because they gave a hybridization signal with the NS2c probe, and one sample was identified as subtype "2a or 2c" on the basis of the signal obtained for the U2a/cx probe, which hybridizes to both subtypes, and the absence of a signal for probes binding to the NS5B region.
At the same time, it forms the basis for determining the signal-to-interference ratio (SIR) and the other-cell interference factor (OCIF), which constitute fundamental metrics for assessing the performance of mobile networks.
where the columns of Ê s ∈ R M × d represent a real-valued orthonormal basis for the estimated signal subspace in the matrix-based case.
More suggestions(16)
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basis for the method
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basis for the design
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