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In [19], a joint cross-layer scheduling and sensing framework is designed to optimize average weighted SUs' capacity, by adapting SAPA across SUs (under a constraint on average interference to PUs).
The optimal transmission power, Pm*, i.e., the minimum power per user which meets this constraint on average capacity per user, satisfies the equation Φ c, th − Φ c P = 0. (14).
The performance achieved for the joint and constrained optimization of power and capacity is subsequently investigated in terms of the average transmission power per user with constraints on average outage probability, average capacity per user with constraints on target outage probability, and average transmission power per user with a constraint on average capacity.
This retained the potential to realise genetic gain while reducing the relative constraint on average relationship.
Not only did this limit the potential to realise genetic gain, it increased the relative constraint on average relationship.
This reasoning leads us to speculate that, in practice, penalties that maximise rates of long-term genetic gain are those that maintain a constant relative constraint on average relationship over time.
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With no flanking sequence constraints on average 81% of the SNPs had call rate ≥ 0.95 and 88% a GC50 score ≥ 0.40.
First, we performed a grid search for parameters that met constraints on average and that minimized the empirical average of the objective function, sampled at least 450 times at each point.
We chose to impose the constraint that on average, 90% of segments are either normal (1,1), copy-neutral LOH (0,2), single copy-gain (1,2) or hemizygous deletion (0,1).
Given and, our goal is to find the optimal precoder matrix which minimizes the average SER, subject to a constraint on the average transmitted power in (1).
We use the optimal pairing algorithm as described in Section 4 to find P c *. Subsequently, we use the bisection optimization [26] to solve for the minimum transmission power, such that the given constraint on the average capacity per user or on the average outage probability per user is satisfied.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com