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While such problems are solvable with standard techniques, CLAK-C hol takes advantage of the fact that the covariates are fixed for all SNPs, hence lowering the computational complexity.
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The compression algorithm in the proposed scheme greatly lowers the computational complexity and reduces the required memory, while it still achieves required PSNR.
Subband adaptive filters have been proposed to speed up the convergence and to lower the computational complexity of time domain adaptive filters.
Reducing or can lower the computational complexity.
To lower the computational complexity of the approach described in this section, various modifications have been proposed.
This approach is able to significantly lower the computational complexity compared to optimal maximum-likelihood (ML) algorithm.
Regardless of the channel rank, a reduced-rank filter can be used to lower the computational complexity and required training length.
To lower the computational complexity, Kirchner replaced the estimation of prediction weight with a linear filter using a fixed-filter coefficient.
A new algorithm for MIMO STAP with orthogonal waveforms is proposed in [11], which can significantly lower the computational complexity compared to fully adaptive methods.
Separate processing is of interest as it may lower the computational complexity of the angle estimation algorithm (performing two, 1-D searches may be much easier than performing a single 2-D search).
Move-blocking lowers the computational complexity of model predictive control (MPC) problems by reducing the number of optimization variables.
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