Then, substituting (14) in (7), the ergodic capacity is numerically obtained after maximizing over the expectation with respect to the PDF in (2) of the conditional mutual information.
Knowing that is also upper bounded by the binary entropy, the ergodic capacity in bits per channel use is obtained by maximizing over the parameter as (12).
Finally, in Figures 10 and 11, we compare the achievable rates and the upper bound when each are maximized over the time sharing factor.
Next, assuming that the channel is constrained to dimensions and even without maximizing over the input distribution, the channel capacity can be obtained by averaging over the PDF in (2) as follows: (10).
The maximization of the expression to the right of the equality in (C.17) over is equivalent to maximizing over the more general distribution, and henceforth, without loss of generality we consider the general probability distribution.
Regression analysis of milk fat data suggested that MFD was not maximized over the dose levels investigated, despite delivery of 34.5 g of trans-10, cis-12 CLA in the 100-g dose of CLA.
This average system data rate shall be maximized over the vectors ϑ and γ th ( u ) subject to a minimum required user date rate R ̄ min ( u ) and a target BER BERT: R ̄ sys, opt = max ϑ, γ th ( u ) ∑ u = 1 U D u N ru R ̄ ( u ) ( ϑ, γ th ( u ) ) subject to R ̄ ( u ) ( ϑ, γ th ( u ) ) ≥ R ̄ min ( u ) BER ¯ ( u ) ( ϑ, γ th ( u ) ) ≤ BER T. (15).
The similarity between M and the observed spectrum, S, is maximized over the values of θ.
The resulting SNPs were analyzed using ChromoPainter Lawsonn et al. 2012), assuming a uniform recombination map and running 10 iterations, maximizing over the recombination scaling constant.
According to this trade-off view, parasite virulence is optimized by balancing virulence and replication such that transmission is maximized over the duration of infection [ 2- 6].
