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Predictive control techniques with both fixed and adaptive parameters are employed.
The method enables one to generate in a unified manner both fixed and adaptive grids in domains and on surfaces with complicated geometry and/or multi-scaled physical quantities.
Both fixed and adaptive beamforming techniques have been successfully implemented in modern hearing aids [11 14], due to their reduced complexity in comparison to traditional multichannel source separation algorithms based on ICA or clustering.
Experimental results on the VidTIMIT database show that in clean conditions, the proposed classifier is outperformed by a traditional weighted summation decision stage (using both fixed and adaptive weights).
Both fixed and adaptive approaches were subsequently considered to combine the three corresponding classifiers.
The GWR models compared disease rates in each watershed to Nitrogen-footprint values, locating parameters with a Monte Carlo search using both fixed and adaptive bandwidths [44].
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A three-stage classification method employing both fixed directional and adaptive filters, in addition to a linear classifier, is introduced for classifying various types of human walking.
There was no difference in software use between fixed and adaptive practices at 12 months: fixed arm, mean 7.8 (s.d., 4.7) uses per practice per year per 10 000 registered patients; adaptive arm, mean 8.8 (s.d., 4.1); mean difference 0.9; 95% CI −2.8 4.8; P=0.60).
Methods such as fixed and adaptive beamforming and multichannel Wiener filtering are generally capable of better noise suppression and lower speech distortion than single-channel methods [9, 11].
Note that in the figure's legend, "Semi-F" and "Semi-A" mean the proposed semi-orthogonal MAC with fixed and adaptive sensor grouping strategies, respectively.
The left plot in Figure 7 shows the BER evolution for fixed and adaptive group size systems as the environment switches among the different channel profiles.
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