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In this architecture, the impact of the mobility of mobile nodes is taken into account at the fusion center while the mobile nodes make a local decision based on observations collected at one-step movement.
We take that represents the detection probability for the decision based on observations collected during transition from state to.
This paper evaluated the ability of a linear mixed model to estimate water quality concentration values based on observations collected using non-probabilistic sampling.
Now, branch from to is assigned the metric where represents the average detection probability for the decision based on observations collected by the th mobile node if it selects the direction from its original location.
TRIADS simulations of shoaling waves generated by Hurricane Bill, 2009 are compared to directional spectral estimates based on observations collected at the Field Research Facility of the US Army Corps Of Engineers, at Duck, NC.
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In Section 4, we develop a decision fusion model in which the fusion center updates the decisions over time while nodes make binary decisions based on the observations collected during one time step when the target location is random.
According to the detection problem at the th mobile node as given by (5), the log likelihood ratio based on the observations collected during time interval,, conditioned on the target location, at the th mobile node can be shown to be [22] (6).
On the other hand, stationary sensors make binary decisions based on its observations collected during current time interval, and the quality of these decisions remains the same over time since nodes are stationary.
As shown in Figure 2, at each time-instant, each node performs a local decision based on the observations collected at the current time interval.
After a target is detected with a lower confidence level, mobile and static nodes perform the following hypothesis testing problem, at time, based on the observations collected until time : (25).
This represents the detection probability for the decision based on the observations collected during the time interval when the th mobile node selects the direction at time instant given that the direction selected at time is.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com