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In fact, the computational amount of our proposed scheme with larger size is approximately in the same level of that for JDL with smaller size.
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The required computational amount for the forward and backward variables is reduced to O(D), where D is the maximum allowed duration in a state.
However, NLM algorithm has defect in speed for the huge computational amount.
As a result, an excellent performance can be achieved by using only few channels to cancel the interference, then computational amount and the secondary data used to estimate the CCM can be decreased.
However, it will bring almost double computational amount in the procedure of Baum-Welch statistics extraction, so we propose an approximation approach to compensate the loss of the zero-order Baum-Welch statistics which we termed zero-order Baum-Welch statistics normalization.
Because this method will track the target according to the rate of increasing gradient; therefore in comparison to the template matching method, this method is much faster and requires less computational amount, because ignores blindly searching [36].
Complex-valued minimum variance distortionless response (MVDR) beamforming for wideband signals has very high computational amount.
Based on the FISM, real-valued MVDR (RV-MVDR) is developed to obtain good performance with low computational amount.
Unlike the traditional high-order finite volume method, our new method has a very local property like DG and can be written as an inner-split computational scheme which is beneficial to reducing computational amount.
In order to reduce the computational burden (reducing the total amount of pixels to process) and to obtain relevant intensity histograms, an initial selection of the area of interest is done to remove parts of the image that do not contain the score under analysis.
The computational cost measures the amount of work needed to transform the original data set into a data set that satisfies the requirements of the privacy model.
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