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Comparing to the standard point-mass algorithm, the new boundary-based grid placement technique maintains estimation quality and the merging technique decreases computational demands for multimodal densities.
Thus only the merging technique plays a role in improving the system performance.
This is because the incremental property of the merging technique allows us to find more identifiable bins at each node.
Using we applied the merging technique with -identifiability to evaluate the performance (rate savings versus localization error).
The merging technique determines the true bin transmitted from the node of interest by taking into account the measurements from other nodes, hence achieving a significant rate reduction.
Thus, it would be worth considering the effect of selection of a given quantization scheme on system performance when the merging technique is employed.
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Also, the merging techniques of polygonised trimmed NURBS surfaces proposed in the paper is independent of B-Rep tolerance and has been carried out in the Euclidean space, unlike the existing works.
In the second stage, we propose the region merging technique which combines the coarse merging and fine merging algorithms.
In this experiment, 500 different node configurations were generated for each in a sensor field The global merging technique has been applied to obtain the rate savings.
State-of-the-art merging techniques are often limited to textual artifacts (e.g., source code) and they are unable to discover and resolve complex merging issues beyond simple conflicts.
In the study, images merging technique in Photoshop software was employed for adding assistant-points in images, giving objective, convenient way for choosing cells.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com