Sentence examples for based on matrix analysis from inspiring English sources

Then, in uplink scenario a closed-form optimal solution is exploited based on matrix analysis theory.

In this paper, we study biorthogonal matrix-valued wavelets for analyzing matrix-valued signals based on matrix multiresolution analysis.

This approach is based on matrix based methods of analysis, and it is both inductive and deductive in nature.

The MCMC analysis based on matrix A was also performed without sequence data; the prior distribution can therefore be compared with the posterior distribution in order to examine the influence of the data and prior, showing that the results are not influenced by the chosen priors alone [ 38].

Motivation: Modern machine learning methods based on matrix decomposition techniques, like independent component analysis (ICA) or non-negative matrix factorization (NMF), provide new and efficient analysis tools which are currently explored to analyze gene expression profiles.

The PS analysis method for the PS-OCT data is based on Jones matrix analysis published by other investigators [ 27].

Uncertainty levels are predicted consistently within the filter, and a discussion on observability based on covariance matrix analysis is presented.

Both the NJ method [ 97], an approach based on matrices of substitution rates, and MP analysis [ 98] were employed using the package Phylip 3.6 [ 99].

Analysis of carbohydrates based on matrix-assisted laser desorption/ionization mass spectrometry (MALDI-MS) is still challenging and researchers have been devoting themselves to efficient matrices discovery.

The contributions of the converters and generators to different modes of the system are investigated based on the participation matrix analysis.

By simulating the optical reflectance based on a transfer matrix analysis, we have shown that the grating has a reflectance close to that of a perfect grating, in spite of the existence of stitching errors.