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Thus, full statistical information guarantees maximal achievable performance.
(1a) Full statistical information p(a) known to all nodes— K transmitters and the central receiver.
By exploiting the full statistical information of the measurement data, receiver sensitivity and the accuracy of the estimated TOA can be substantially improved.
In Theorem 1, it is shown that with full statistical information about all the nodes at all the nodes guarantees that every point in the Shannon capacity region of Lemma 1 is in stable throughput region.
The detection and estimation scheme based on the Generalized Likelihood Ratio Test (GLRT) detector, which captures the full statistical information of the measurement data, is shown to achieve accurate TOA estimation and allows for a trade-off between the threshold level, the noise level, the amplitude and the arrival time of the first path pulse, and the accuracy of the obtained final TOA.
In contrast to [ 17], in [ 1] every sampling distribution used has full statistical information.
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[Unexposed] Some of the articles we've read have been full of statistical information, and being a non-statistician myself, it can be very difficult to get through, and to make sense of it.
Also, an augmented1 affine projection algorithm based on the full second-order statistical information has been newly devised in [20].
A particularly high percentage of participants do not grasp the full meaning of statistical information about risks, or the fact that in placebo controlled trials, they might not receive the treatment under investigation, or the fact that trials aim to further scientific knowledge and not necessarily their own medical good.
In order to improve the global searching ability and convergence speed, IHDE-EDA takes full advantage of differential information and global statistical information extracted respectively from differential evolution algorithm and annealing mechanism-embedded estimation of distribution algorithm.
Keeping our objective in mind, we reduce the amount of side information in the second case from full statistical knowledge to only the knowledge of the mean arrival rates of every node.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com