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(2) By using the estimator described in Section 3, the estimate is calculated from the neighboring points of within radius.
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The objective measures of the dereverberation system show a comparable performance by using the proposed estimator or the LRSV estimator.
These figures were much lower when we used the CS estimator: the global number of dengue cases was estimated at 4,818 during the 4-year period, 1.7 × lower than that estimated by using the Chao estimator (Table 3).
Nevertheless, the results obtained by using the MLR estimator were validated by estimations with WLSMV whenever possible.
This estimation is performed by using the NMMSE estimator principle.
In case of model misspecification, the mean square error of estimate has been shown to be reduced by using the matching estimator, both for small-to-moderate sample sizes [ 35].
Through careful inspection of the speech spectrograms, it is observed that the proposed estimator is capable of maintaining clean speech components at least as much as the other estimators whereas further noise reduction, especially in the lower frequency range, is clearly obtained by using the proposed estimator.
With OPSS, the improvement involved by using the D estimator are even more pronounced.
In addition, Figure7 displays the NMSEs obtained by using the MAD estimator instead of the DATE in the modified SUBSS algorithm without denoising.
So, the fading parameter is obtained by using the NMMSE estimator as follows: m ̂ = arg min m f r ( r ) − f ̂ r ( r ) 2. (36).
The results of Fig. 5 show that at low SNR region, a noticeable MSE gain is not obtained by using the proposed estimator instead of the data-aided technique that uses 128 pilots.
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