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Furthermore, given the sufficient randomness of the Gaussian random measurement matrix elements, the reconstruction performance of the five reconstruction algorithms under the Gaussian random measurement matrix are better than those under the Bernoulli random measurement matrix.
The random measurement matrix is applied to measure the signal by the following equation.
Regression to the mean is caused by random measurement error when the same participants are repeatedly measured [ 20].
Compared with Gaussian random measurement, the elements of Bernoulli random measurement matrix are relatively simple which make Bernoulli random measurement matrix easier to store in practical applications.
Firstly, random measurement matrices consume lots of storage resources.
Bernoulli random measurement matrix is generated by Eq. (1) and the elements in Bernoulli random measurement matrix are Bernoulli distributed independently.
This paper is concerned with average-consensus control under directed topologies and random measurement noises.
Random measurement uncertainty for the turbulent fluxes was approximately 10% of midday summertime values.
Figure 3 Correct rate of throat polyp prediction under different random measurement matrices.
The Gaussian random measurement matrix was used for compressed data obtained.
Random measurement matrices are proved to have the merit of universality but suffer from several shortcomings.
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