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The results obtained are very similar to those obtained using more complex propagation models.
All the dynamism in Radiator is a consequence of knowing and using the current context of both the sender and recipient, which not only allows more complex propagation scenarios (see Table1) but also improves scalability in applications where context is frequently changing.
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Later studies involved a more complex ANN (a back-propagation network with a recurrent layer) focusing on developmentally disturbed speech processing as a source of auditory hallucinations [20], [30].
More specifically, we show how visibility maps are suitable for modeling propagation phenomena more complex than specular reflections.
Errors may also vary substantially in space and there is a risk of error propagation in more complex datasets (e.g. land cover maps are needed to derive crop distributions, which are needed to disaggregate fertilizer statistics).
The SOM generation problem is described in Section 2, and the applicable DS theory is summarised in Section 3. To illustrate the spectrum mapping technique, an idealised scenario using a simple distance-based pathloss model and perfect sensing is used in Section 4. In reality, the propagation environment is more complex and the sensors are not perfect.
Additionally, the RBF interpolation model is used to simulate the propagation of a Ricker pulse in two simple test cases, and applied to simulate a more complex configuration, corresponding to an underwater sound propagation problem.
In real environments, the propagation characteristics are far more complex and are not uniform over the area.
Moreover, column store is employed for push-based data propagation and support for including more complex processing elements.
The relationships observed for the two-path channels are the basis for more complex channel models with an arbitrary number of propagation paths.
Characteristics of acoustic wave propagation in shallow water are more complex than that of in the deep water, because the ups and downs of the bottom of reservoir are analogous with the water depth.
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