Sentence examples for mixing matrix with from inspiring English sources

As discussed in Section 3.1, we have opted for using a square mixing matrix, with little loss of generality.

Non-negative matrix factorization [15, 16] attempts to find a mixing matrix (with sparse weights [17, 18]) and a source matrix with non-negative elements so that the reconstruction error is minimized.

The basic noise free blind source separation generative model in the time domain is x t) = H s(t), wherein, omitting the time index t for convenience, x = [ x 1, x 2, …, x m ] T is the observed mixed signal vector, s = [ s 1, s 2, …, s n ] T is the source signal vector, H is the mixing matrix with m × n dimension, and T denotes the transpose operator.

With linear ICA, X is modeled as a linear mixture of independent sources, i.e.,

All instantaneous mixtures were obtained using the same mixing matrix with positive coefficients.

The experimental synthesis of designed pools can benefit from using optimized starting sequences, mixing matrices, and pool fractions associated with each of the constructed pools as a guide.

Thus, in those time-frequency bins, where source is dominant, the associated basis vector should correspond to the column of the mixing matrix associated with source.

The sexual mixing matrix, along with a description of other model components (e.g., population demographic characteristics, economic costs of care, health-related quality of life) are described elsewhere [ 14].

This group [ 40, 41] has recently developed an approach for engineering sequence pools that links RNA sequence space regions with corresponding structural distributions via a "mixing matrix" approach combined with a graph theory analysis.

Therefore, whitening merely transforms the original source separation problem with mixing matrix A into a new problem with mixing matrix B A. The advantage is that B A is an orthogonal mixing matrix, and its estimation becomes easier[7].

The mixing matrix is now 4×4 with independent Gaussian entries.