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In this case, the selected relay forwards a correct bit.
The selected relay might forward a correct bit, an incorrect bit or remain silent in the second phase.
Recall that ΩC,ΩI, and ΩS are the sets of relays that forward a correct bit, an incorrect bit, and remain silent in the second phase, respectively.
Then, more reliable relays are accordingly allocated more powers since the destination is expected to select the signal from the relay that forwards a correct bit.
If trying to decode N bits at a time, the number of possible bit combinations is equal to 2N - 1, and the correct bit combination is supposed to have the maximum energy.
The output that is produced by the ANN is decoded in the final stage into the correct bit sequence, as shown in Fig. 5. Fig. 5 Feed-forward ANN (FFNN) with one hidden layer and an output layer.
Similar(47)
However, the 4-ary still can achieve some correct bits.
Dotted lines are average percentage of correct bits after converging dynamics.
Secondly, error correcting process is applied to improve the robustness; we have to eliminate correct bits as well.
Instead, it classifies the input samples to a known pattern, so that the correct bits can be inferred.
First, we derive the average throughput defined as the number of correct bits received at node D per unit symbol time.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com