Sentence examples for optimize basis from inspiring English sources

Considering the reconstruction time only, iterative optimize basis is the optimal except for LS estimation.

However, the method based on iterative optimize basis needs extra 163.8541 s to compute the optimal basis.

When λ=2, the performance on the over-complete dictionary domain approaches that on the iterative optimize basis.

And when λ=4, the performance on the over-complete dictionary domain is better than that on the iterative optimize basis.

The compressed sensing methods can increase their performance significantly by using dictionaries with a finer resolution (for OMP, λ=2,4); OMP_DFT, OMP_OPT, and OMP_DIC represent Fourier basis, iterative optimize basis, and dictionary used in OMP algorithm, respectively.

For CS-based estimation, we select randomly 6.25% of all symbols for pilots and three different basis, i.e., Fourier basis (DFT) (i.e., λ=1) [10], iterative optimize basis [12], and over-complete dictionary (DIC) (λdelay=λDoppler=2,λdelay=λDoppler=4). Figure 7 gives the MSE comparison of different algorithms under SNR. Figure 8 shows the bit error ratio (BER) comparison of equalization decoding.

In this work, we apply biogeography-based optimization (BBO) to optimize radial basis function (RBF -based lookup table contRBF -basedvariablookupshaftableing system for fuel econtrols

Two surrogate approaches named Kriging and optimized radial basis function (ORBF) are utilized to construct ROMs.

We demonstrate different aspects of its workability by optimizing PAW basis functions of some elements relatively abundant in planetary interiors.

This procedure is incorporated into a memetic algorithm (MA) that optimizes radial basis functions neural networks (RBFNNs).

A regularization parameter of the method may be optimized on basis of the minimal correlation between the residuals as prescribed by the Durbin Watson statistics.