Sentence examples for mutual information performance from inspiring English sources

Figure 2 compares its average mutual information performance (based on Gaussian signaling) with WF for Rayleigh-fading MIMO channels.

So here, we demonstrate the sum mutual information performance of the proposed protocol with three relay designs.

Let V ― D ― U ― H be the SVD of H ― H and rewrite (7) as y = c V ― D ― U ― H x. (8) Figure 2 The average mutual information performance of WF and CM precoders in centralized MIMO systems.

Their sum mutual information performances are also studied.

A recently developed approach for clustering ecological data (MIR-max) overcomes this limitation by using mutual information as the performance measure.

In [37], Kraskov et al. reported on a modified KL estimator to compute mutual information with improved performance and applicability in higher dimensional spaces (the result is referred to as the KSG algorithm).

Finally, we estimated mutual information from the performance of the linear SVM classifiers (see 'Methods' for details).

In this study, we show that the outcome-guided mutual information network improves the performance of survival analysis in the Net-Cox regression [ 9].

Assuming the CSI uncertainty lies in a norm bounded region, two performance metrics, mutual information and MSE, were adopted to design the MIMO AF relay precoders in [11].

The experimental results clearly indicated that the proposed approach has achieved more accurate and robust performance than mutual information, residual complexity and Jensen Tsallis.

1 The term partial selection is also used in the literature to describe relay selection based on channel knowledge pertaining to a single hop. 2 As is customary, we consider SNR outage since there is a one-to-one relationship between this performance metric, mutual information outage, and many symbol-error-rate outage expressions encountered in practice when flat fading is assumed.