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Intuitively, the presence of any primary signal should result in some spatial correlation in the observations received at the multi-antenna receivers [5] and thus, exploiting this correlation improves the primary user detection performance.
The observations received at the fusion center are modeled by (41).
The observations received by the cameras in the VSN are typically realizations of a random variable.
The fusion center performs the likelihood ratio test on the observations received.
In this paper, we consider the concept of surprisal [37] to evaluate the amount of information in the observations received by the cameras in the VSN.
On a small sample of YouTube videos this model shows a minor improvement over the constant scalingconstant scaling model in predicting the daily number of views based on the observations received in the previous ten days.
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The pdf of the noisy observations received at the fusion center is given by (43).
At the fusion center, the log likelihood ratio (LLR) is the sum of the individual observations received at each time slot.
These real numbers are the MIMO observations received at the antenna of each node in the receive cluster.
The visualizations of observations received from the Levävahti application and the observation sites in Järviwiki were implemented in the Järviwiki web service.
fading channels (and, thus, the number of observations received from different sensors are not time-aligned), when the first samples sent by sensor are ready to be decoded, a total of samples from sensor have already been decoded on average.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com