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The false alarm probability is given by symbol p fa and the probability of selecting channel k ≤N) is given by ({p^{s}_{k}}).
In this direction, we suppose that each SU i is capable of selecting channel m and performing power control under the constraints of P i,m.
Choi and Lee [4] propose a mixed integer linear program to minimize the reader interference problem as well as other performance metrics by selecting channel, timeslots, and output power for each reader.
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Step 5: After selecting channels, the PU informs the owners of the selected channels.
This allows for selecting channels within the dynamic signal combination unit without getting switching artifacts.
We minimize interference and channel switching probability by selecting channels with higher probability of being available and higher utility perception.
Figure 3 Averaged SDR in the selected channel.
In each run, the SUs are initially placed in a randomly selected channel.
The proposed mechanism always outperforms all schemes independently on the selected channel bandwidth.
The recursive feature elimination uses the SVM to rank the contributions of each selected channel.
In the last step, the selected channel subset is validated via prior knowledge about the data.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com