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Once this is eliminated, even for a moving sensor network, it may be enough to remain within range only of the original neighbors.
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Each vehicle, which can be seen as a moving sensor that operates in a distributed network, is equipped with positioning (GPS) and communication (GSM, GPRS, UMTS, etc).
In order to provide ubiquitous coverage of the entire road network, a minimum representation of the total passenger car fleet has to be used, since each moving sensor (each vehicle) only supplies information about its status.
Mobility is another attractive feature that makes it easier to reconfigure a network by moving sensors to different positions when the application process is altered.
It is shown that the implemented Bayesian network within the mobility constraint model can successfully infer behaviour such as sleeping sensors, moving sensors, or deploying more sensors to enhance spatial coverage.
Numerical tests in multi-sensor networks corroborate that our novel scheme outperforms related approaches and accurately tracks multiple targets utilizing only a small percentage of moving sensors that closely follow the targets.
Fig. 2 Distance between target and moving sensors versus time.
The approach in [19] is utilizing clustering and neural networks to move sensors under the assumption that target locations are available.
Additionally to the tree, Lin and Tseng [13] consider an in-network moving object tracking in a sensor network, consisting of two operations: location update and query.
The target-informative sensor selection scheme in Section 3.1 may also need to be reapplied across the whole sensor network since moving targets may disappear and not being sensed anymore, while new targets may appear at different regions of the sensor network.
As the sensor points move depending on input data, sensor network is transformed accordingly.
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