Sentence examples for sparse framework from inspiring English sources

The advantage of the nonconvex regularizer is pointed out in the sparse framework.

First, a sparse framework is formulated for the MIMO array with decoupled transmit weight matrix and steering matrix.

The main contribution is the representation of a sparse channel model and the exploitation of a modified approach based on Multiple Measurement Vector (MMV) greedy sparse framework and subspace method of Multiple Signal Classification (MUSIC) which work together to recover the indices of non-zero elements of an unknown channel matrix when the rank of the channel matrix is defected.

A related problem is that the presented SW ℓ2,1-SVD can be extended to other instances with a random basis matrix that accord with the model (3) in the sparse representation framework.

To maintain the spectral consistency, we further introduce an adaptive regularization terms into the sparse representation framework by combining the linear spectrum mixing model.

The measurement vectors z ¯ ω q, q = 1, 2, …, Q can be combined to establish an appropriate multi-frequency linear model that permits DOA estimation within the sparse reconstruction framework.

In this study, we again adopt the Lambertian model, but solve for the normal vectors via a sparse representation framework that estimates both the normals and non-Lambertian errors at the same time.

One of the advantages of the sparse regression framework we adopt is that it is a predictive model and thus allows a quantitative performance evaluation.

Even with the Department of Labor's sparse legal framework, the list of lawsuits is endless.

The authors use Laplacian sparse coding framework to address this issue.

In sparse recovery framework, the potential source number K is rather considered to be the number of discretized angle grids.