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The optimal fairness ratio allocation obtained from the training sets will be used as an initial guess to allocate the CID for the test videos.
For simplicity, in the following, we refer to the optimal power and bit allocation obtained from the iterative algorithm in Algorithm ?? as 'OPA+OBA', and the suboptimal power and bit allocation obtained from the low complexity algorithm in Algorithm ?? as 'SPA+SBA', both in the main text and in the legend.
More specifically, given a starting power allocation P p,0 and P s,0, the SUs apply a per subcarrier decoding strategy which depends on the primary and SUs' power allocation obtained from the iteration n−1.
Using the power allocation obtained from the algorithm in Section 4.3, we obtain the asymptotic EGOS transmission rates corresponding to the optimal, equal receive power, and peak power allocation schemes, which are shown in Figure 5.
Using Yates' framework, we can update the transmit powers with the solution of bit allocation obtained from problem (12) as begin{array}{*{20}l} p_{b_{k}}=pmb{T}_{b_{k}}(pmb{p}) end{array} (13).
This stage initially adopts the node-module allocation obtained from stage 1 by fixing all the relevant Y nm binary variables in I m to the value of one.
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A member of the study team, who was blinded to treatment allocation, obtained any data needed to confirm a clinical event from the GP, hospital or coroner.
The allocation of out-of-pocket health expenditure to the various providers is based on allocation factors obtained from household health expenditure and utilization survey of 2000.
Therefore, the resource allocation scheme obtained from the single-cell case may not apply for practical systems.
Details are provided in Appendix 3. We can know from the above optimal values, if the water-filling levels {ω k } for all SUs can be found, the optimal power and subcarrier allocation are obtained from (31) and (32).
The original diagnostic codes selected by the physician treating the patient for DRG allocation were obtained from the DMI physician of each hospital.
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