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By doing so, the number of elements to be estimated is reduced and the proposed algorithm is able to cope with channels with large delay spreads.
If the second order LPFT is used to process higher-order PPSs, as shown in [27, 28] for example, the number of polynomial coefficients to be estimated is reduced, which directly leads to the reduction of the PTFT order, or equivalently the reduction of the required computational complexity.
This strategy reduces the computation time as the number of parameters to be estimated is reduced.
The present study proposed a simple method for constructing a mathematical model for a metabolic reaction network, named the PENDISC method, in which the number of parameters to be estimated is reduced by use of non-dimensionalized S-system equations with constraints, and then investigated its performance using three mathematical models.
Similar(56)
However, the results show that such an extreme limitIBD value actually give similar results as the other values, while the number of haplotype effects that need to be estimated are reduced by at least 50%.
First, the SD of the H s error estimate is reduced in this case.
In this paper, the estimate is reduced to a single algebraic equation.
The variance of the estimate is reduced after smoothing the CSDs, as described in Equation (11) (Figure 3G).
The channel estimate is reduced in size by selecting only the significant components, whose delay span is often much shorter than the multipath spread of the channel.
If taking into account the shear deformation (Timoshenko's postulated) of the full-size element with "effective" stiffness properties such estimate is reduced nearly 25%.
Although our algorithm adds one step before the Newton-Raphson iterations to get a more appropriate initial value ε 0, this process is efficient since the number of iterations to obtain the final estimate is reduced.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com