Sentence examples for sampling matrices from inspiring English sources

Different types of sampling matrices ([varPhi ]) can be used to perform compression [22] (see Eq. 1).

It has been shown that samples acquired from Gaussian and Bernoulli random sampling matrices have a better chance to perfectly recover sparse signals than other types of sampling matrices [6].

The sampling matrix Φ R differs from the full sampling matrices usually adopted in CS since it is sparse.

Data compression using CS can be performed following Eq. 1 using different types of sampling matrices ([varPhi ]).

Figure 7 implies that all the sampling matrices we considered except the Fourier matrix have satisfactory coherence requirements.

Through decomposing the sampling matrices which are obtained by direct numerical simulation (DNS) using finite volume method (FVM), the velocity basis functions and deformation rate basis functions are generated respectively.

Gaussian distributed sampling matrix.

A represents the sampling matrix of the system.

Also, the sampling matrix condition is efficiently overcome based on probabilistic formulation [12 14].

Its corresponding sampling matrix is Γ s n, m = e - j m γ m (9).

Therefore, the sampling matrix can be truncated by considering a finite number of modes or degrees.