Sentence examples for approximation of mutual from inspiring English sources

This modelling enables nonparametric approximation of mutual information between source locations and future robot positions.

The calculation of mean of mutual information yields the ergodic capacity, while the Gaussian approximation of mutual information can be used to obtain the outage probability.

Using the chi-square approximation of mutual information, we determined that the minimum chi-square approximation across all reported mutual information scores was 3270 for 1 kb windows (from the 91 kb bucket) and 152 for 100 kb windows (from the 74 kb bucket).

A simple approximation of the mutual information is used in our analysis: I_{x} approx 1 -frac{1}{L}sumlimits_{n=0}^{L-1}logleft(1+expleft -xL_{x}right)right), (27).

We selected the best of these features using the approach proposed by Peng et al. [16]; the method is an optimal first-order approximation of the mutual information criteria.

The linear approximation of the mutual information was calculated and corrected for dimensionality using the generalized correlation coefficient.

Further the idea of mutual specificity and mutual fidelity are one in the same.

We present a new sample-based approximation for mutual information useful in mobile robotics.

For the interleaving attack strategy, the Bayesian approximation of the empirical mutual information decoder of (11) satisfies begin{array}{*{20}l} m x,y,p) = left{begin{array}{cc} lnleft(1 + frac{p}{n(1 - p)}right) & text{if}~ x = y = 0; !!!!!!!!!!!!!lnleft(1 - frac{1}{n}right) & !!!!!!!!!!!!text{if}~ x neq y; !!!!!!lnleft(1 + frac{1 - p}{np}right) & text{if}~ x = y = 1.

We also showed how the proposed universal decoder is very similar to both Oosterwijk et al.'s decoder h and an approximation of Moulin's empirical mutual information decoder m for 0≪p≪1 by begin{array}{*{20}l} c cdot g x,y,p) sim h x,y,p) sim n cdot m x,y,p), end{array}.

The distribution of mutual information can be obtained by permuting the residues of a site, or by using a chi-square approximation.