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The Renyi's entropy has been used to simplify the computations in the filtering for the recursive design algorithms.
These functions are obtained by exploiting the symmetry of the system and often help to simplify the computations considerably.
We also add the condition (alpha =1) to simplify the computations.
However, for practical implementation, typically one would apply some of the degrees of freedom nonadaptively via Pre Doppler STAP, Post Doppler STAP, or Beamspace STAP, in order to simplify the computations and inversion of the covariance matrix.
For example, by replacing the sum-product check node computation by a simpler function [10], to simplify the computations, or using various scheduling techniques to increase the convergence rate by altering the order of updating messages during the iteration [11], or using the forced convergence method [12].
Upon receiving the values [ [γ i,k)] ] H 's from H m, the service provider packs them to reduce the bandwidth usage and to simplify the computations in the subsequent steps: Γ ~ i H = γ ( i, 1 ) | | γ ( i, 2 ) | | … | | γ ( i, K ) H = ∏ k = 1 K γ ( i, k ) H 2 Δ ( k - 1 ) = ∑ k = 1 K γ ( i, k ) · 2 Δ ( k - 1 ) H, (8).
Similar(53)
To simplify the computation of eigensensitivity, a new normalization of the general nonlinear eigenproblem is presented.
To simplify the computation, a combined normalization, which combines two traditional normalizations, is presented.
To simplify the computation, the scanning strategy of the original GSO is replaced by the limited pattern search procedure.
To simplify the computation, we limit our design to a period signal of period n, which is the number of FIR coefficients.
To simplify the computation we factorize the fourth order PDE into a set of two nested second order problems thus avoiding the estimation of higher order derivatives.
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