Exact(18)
For the convolutional layer, we aggregate the raw activations by sum pooling and then obtain the sum convolutional map (SCM).
We compute the SINR via the deterministic equivalent method [3, 23 26] and then obtain the sum rate by (26).
Finally, a robust LCMV beamformer with constraints on main lobe maintenance and monopulse ratio curve is developed to obtain the sum and difference beam outputs.
Then, we can obtain the sum rate of the uplink multiuser hybrid beamforming system as R=sum_{i=1}^{K}log_{2}{left(1 +gamma_{i} right)}, (8).
(2) Determination of the analog beams: We obtain the sum rate values for the predefined (N_{text {BS}}^{text {BSS}}) analog beams by executing (1).
In order to learn the visual features, we train a convolutional neural network (CNN) model to obtain the sum convolutional map (SCM) by using a pooling operation across all the feature maps in deep layers.
Similar(42)
As for the "as close as possible" or "relatively close" criterion, a reasonable definition would be to measure the distances between corresponding points, square these values, and add them to obtain the sum-of-squares criterion L. In this paper, a product structure (BOM -based product similarity measures using orthogonal procrustes approach is proposed.
Substituting Equation (32) in Equation (34), we can obtain the sum-rate achieved by each feedback scheme as a function of the feedback cost: R = J log 2 ( 1 + 1 / J k ⋅ 10 p C + σ n 2 / P ), (35).
The transformed inputs are summed to obtain the summed input.
From (2.15) and (2.17), we obtain the sums of powers of consecutive -Euler numbers as follows.
From (5.10), we also obtain the sums of powers of consecutive multiple twisted Dirichlet's type -Euler numbers as follows.
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