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Computing budget allocation for optimization of sensor processing order in sequential multi-sensor fusion algorithms

Authors: L. Trailovic; L.Y. Pao;

Computing budget allocation for optimization of sensor processing order in sequential multi-sensor fusion algorithms

Abstract

Because target tracking is a stochastic process, comparison of different tracking algorithms or parameter sets within one algorithm relies on time-consuming and computationally demanding simulations. In this paper we present a method to minimize simulation time, yet to achieve a desirable confidence of the obtained results by applying ordinal optimization and computing budget allocation ideas and techniques. The developed method is applied to optimization of sensor processing order in sequential multisensor fusion algorithms.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
6
Average
Top 10%
Average
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