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Form a new matrix E' by substituting the endmember e k by the data vector x i. ii.
For each endmember e k, k = 1,..., p: For each data vector x i, i = 1,..., N: Form a new matrix E' by substituting the endmember e k by the data vector x i. Calculate the volume of the simplex v' = V (E').
A complete electrophoretic pattern analysis was performed – represented by the data vector derived from the densitographic data.
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The gradient (vec {psi } t,vec {theta })) can be obtained by filtering the data vector (vec {varphi } t,vec {theta })) through an inverse filter of C q).
Instead it is implemented by multiplication of the data vector by the pre-computed matrix, as described in Section 4. The most complex operation is the computation of the pseudoinverse of a δ +γ × γ complex matrix.
The above stated advantages of the NMF method however, come with the need of having enough diversity in data such that the simplex formed by the data vectors is filled adequately to enable the inference of the underlying simplex structure.
First, the increase in measured fractal dimension might be contaminated by the length of the data vector, as we discuss below.
The transmission equation for a CFO-distorted single-input single-output (SISO) link is given by (1). is the data vector comprising the data symbols constituting the OFDM symbol, is the discrete Fourier transform (DFT) matrix, and and are permutation matrices used to append and cut the cyclic prefix (CP) of length samples.
Proposed approach for the detection of MCs by sub-segmentation 1. Obtain the data vector.
As explained in more detail in Section 3, the pixels are arranged such that bins that are close to each other on the data vector are represented by pixels that are close to each other in the plot.
For randomly deployed sensor networks, the energy utilization of a certain direction can be calculated by the data forwarding vector, as shown in formula (2).
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