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Radar sensor network performance for inland water surveillance is dependent on spatial character of terrain. Terrain shape, elevations and all geographical object situated in the river zone are potential barriers for microwaves propagation and are main sources of radar shadows. Thus, some complicated geometry of terrain surface can cause difficulties during proper localisation of radar sensors, which...
The article presents research results on the application of artificial GRNN neural network in the process of radar tracking in marine navigational radars. A comparison has been presented of the tracking process by means of a numerical filter implemented in a real radar device and a neural filter prepared by the authors. The test situation was registered on a real vessel and next introduced into a...
The article presents the results of simulation research aimed at determining the manoeuvre detection threshold of a neuron filter, based on GRNN artificial neural network. The structure of a filter has been presented, from which the necessity of manoeuvre detection results and a detector has been described able to be used in this case; it is based on an analysis of course and speed increase in particular...
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