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Team Verdegem participated in Category 2 of the CASMI 2016 contest with MAGMa+, which is a fast, plug-and-play method relying on combinatorial fragmentation without requiring a preliminary training phase for improved performance.
In a preliminary training phase, drivers learned to reach and maintain each target speed with clear visibility.
For the first simulations, additional testing phases were used to characterise the effects of the preliminary training phase, as shown in Fig. 9.
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These preliminary sessions were necessary to avoid this training phase during the effective test, thus conditioning the experimental results.
Wireless channels have a finite coherence time and when multiuser transmission strategies with multiple rounds of training, feedback and data are devised, there is the possibility that the channel has significantly changed during the preliminary training and feedback intervals and that the channel information attained during these phases has become meaningless.
SoundAdvice ($595) requires some preliminary training.
We select γ after preliminary training process for optimal performance.
In preliminary experiments, we identified the major issue of designing an associative classifier in this framework in the large number of extracted rules, which are only eventually pruned in the training phase.
Training phase: back propagation (BP).
The two phases are training phase and transmission phase.
The method operates in two phases: training phase (first phase) and testing phase (second phase).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com