Exact(4)
The tap-length optimization is applied to a single long adaptive filter with thousands of coefficients to decrease the total number of weights, which in turn reduces the computational load.
First, the acoustic echo paths have excessive lengths in time (up to hundreds of milliseconds), due to the slow speed of sound in the air, together with multiple reflections caused by the environment; consequently, long length adaptive filters are required (hundreds or even thousands of coefficients), thus influencing the convergence rate of the algorithm.
Since we compare thousands of coefficients simultaneously, the so-called 'multiple testing' adjustment of p-values has to be applied.
It may be unexpected to discover that the TRR provided by a very small number and by thousands of coefficients are comparable.
Similar(55)
The training dataset was filtered for the top 90th percentile of coefficient of variation (resulting in a dataset with 2208 genes).
On the contrary, very low p-values obtained in case of 1st and 2nd reflection coefficients indicate that the data obtained from two tasks does not come from identical distributions with almost equal medians.
This is mainly due to the fact that the amount of the sphero-cylindrical error (determining the 2nd order terms) varies between the subjects, while there is little variation in the magnitude of 3rd and 4th order coefficients.
The least variable probes as defined by the 75th percentile of the distribution of coefficient of variation (CV) values were removed to reduce noise using R 2.15.0 (NProbesRemaining = 11804).
For example, the statistical characteristics of the 3rd and 4th reflection coefficients in channel P3 exhibit poor discriminative feature, which may affect the performance of classification between two types of mental tasks.
a d correspond to statistical information of 1st, 2nd 3rd and 4th reflection coefficients, respectively.
Wavelet transform of the time evolution of the 2nd modal coefficient revealed that while a continuous increase in the natural frequency of the droplet occurs with time due to the diameter regression induced by vaporization in the case of ethanol droplet, no such change in resonant frequency occurs in the case of the agglomerating droplet.
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