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Finally, the results of extensive simulations demonstrate that the phase-coded signals generated with our approach are accurate approximations of the optimal signals and that a trade-off exists between the detection performance and the requirements on the signal similarity and the minimal SNR threshold.
Therefore, the choice of threshold becomes a trade-off between the detection performance and computational cost.
A sequence of 255 seemed to be a good trade-off between the detection performance and the overhead added to the stimulus.
Thus, in the practical systems, we should choose appropriate value of Δ to balance between the detection performance and energy efficiency.
To handle such mismatched signals, the Adaptive Beamformer Orthogonal Rejection Test (ABORT) [9] is proposed, which takes the rejection capabilities into account at the design stage, introducing a tradeoff between the detection performance for main lobe signals and rejection capabilities for side lobe ones.
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The number of iterations to be made is a compromise between the detection performances and the processing delay introduced in the reception chain (see [8]).
To enrich the CNV calling and compare the detection performance between different platforms, we performed an alternative aCGH-based CNV identification by a custom-designed 1M aCGH produced by Agilent Technologies.
We compare the differences in the detection performance between the constant and the random cases.
This gives a smaller overlapped area between two distributions, which enhances the detection performance.
So in practical applications, we should make a trade-off between the sensing time and the detection performance.
To further explain how the contextual information helps improve the detection performance, comparison between the new method and our previous work is made.
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