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The data gathering procedure is representative for painting specific analysis performed in museum studios.
As we will show in the following, this quadrant-based approach may be used to derive a specific data gathering procedure.
We now turn to quantifying the energy consumption and bandwidth occupancy required for realizing the Radon-like CS by means of a data gathering procedure in a WSN.
To recap, the Radon-like CS data gathering procedure lets the fusion center collect all the needed measurements in a highly parallelized fashion.
We now evaluate the allocated bandwidth and consumed energy for entirely collecting the measurements in a time T c in the WSN scenario in Section 2. The actual bandwidth occupation and energy consumption depend not only on the WSN structure but also on the adopted data gathering procedure.
In [15], a CS-based distributed communication architecture is exploited to minimize the latency for information retrieval under a favorable power-distortion trade-off, whereas in [16], a CS-based sensing and data gathering procedure is analyzed for the case of network routing tree topologies.
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Nonetheless, different data gathering procedures can be envisaged realizing the Radon-like CS using a random access criterion.
There is a clear need for more consistent data collection protocols and for systematic studies of the effects of variability in data gathering procedures and data collection effort on observed network structure.
The data collectors were thoroughly trained on the questionnaire and data gathering procedures.
Due to data gathering procedures, these data are biased towards recent samples and towards samples from the USA and New Zealand.
Therefore, utilizing orthology search strategies in training data gathering procedures, especially for subcellular localization prediction tasks, is a common practice.
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