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We observed that, because of additional synchronization and communication overhead, it is not advantageous to first parallelize all P matrix calculation and subsequently (in a second parallel region) calculate all per-site likelihood calculations.
The memory of the input matrix can be re-used in inverse matrix calculation and the output matrices re-use the memory that was allocated to calculating the inverse matrix.
Its brief procedures contain large matrix transformation, singular value decomposition, orthogonal matrix calculation, and so on.
Then the inverse kinematics problem (IKP), the Jacobian matrix calculation, and the forward kinematics problem (FKP) are investigated.
The tomography cycle, which was repeated several times, included the steps of source locations in the updated 3D model, matrix calculation, and inversion.
Table 1 shows the order of complexities for the proposed TDE method when using the direct inverse matrix calculation and the low-complexity parallel block inverse matrix algorithm.
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Factor analysis of dynamic structures (FADS) [ 23] uses simple matrix calculations and positivity constraints to iteratively calculate factor images rather than probability densities.
Factor analysis [ 16, 17] also uses matrix calculations and positivity constraints.
We can divide the entire process into (i) Binary matrix calculation, (ii) clustering and correct classification rate τ calculation, (iii) pixel frequency calculation of each cluster, and (iv) sorting the pixels based on the frequency.
The overall computation complexities include the processing loads for the removing of ISI from the TS, construction of channel matrix, calculation of inverse matrix, and equalizations in the frequency and time domains as shown in Table 1.
Without using the moment of method and impedance matrix calculation, coupling coefficients can be automatically estimated and without computing the inverse matrix, the desired signal can be recovered.
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