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As a baseline for the EVM curves, we include results from a genie-aided system which computes the ZF precoding matrices on each subcarrier using perfect CSI; the genie-aided system does not suffer from the effects of thermal or interpolation noise.
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A subadjacency matrix on each node stores reordered IDs of the vertices.
In this case 2000 time samples are used to calculate the average value of the correlation matrix on each subcarrier.
An optimal de-mixing matrix on each mode is determined by GND-ICA with a series of training tensor samples [17].
Because the maximal Doppler frequency of every channel is the same, each channel can be constructed as the same Markov chain and then the state transition matrix on each channel is the same.
The idea is to split suitably interleaved symbols from a given user into orthogonal groups, and then, apply a spreading matrix on each group with the objective of further exploiting the channel frequency diversity.
In comparison, the SDMA-OFDM system requires the multiplication with a size N T ×N R matrix on each subchannel so that N T N R MAC complex operations are performed for each set of N R symbols on each subchannel.
Then, using a traveling salesman algorithm (similar to finding the shortest route to take for traveling to multiple destinations only once) [ 23], BAIT calculates the shortest path through the distance matrix on each chromosome, thereby inferring the relative order of contigs within a linkage group.
The distance matrices of each DGGE based on the Pearson correlation similarity coefficient to cluster the samples was analyzed using the BioNumerics software (Applied Maths).
Rescaling and plotting are obtained by interpolating the retrieved values on 1000 points enabling to build a matrix on which each column will be averaged.
The matrices on the left show, for each fragment separately, the raw numbers of identical amino acids and total amino acids compared between each pair of isolates.
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