Browsing Electrical, Electronic and Computer Engineering by Subject "Gaussian mixture model"

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Combining synchronous averaging with a Gaussian mixture model novelty detection scheme for vibration-based condition monitoring of a gearbox

Heyns, Theo; Heyns, P.S. (Philippus Stephanus); De Villiers, Johan Pieter (Elsevier, 2012-10)

This paper investigates how Gaussian mixture models (GMMs) may be used to detect and trend fault induced vibration signal irregularities, such as those which might be indicative of the onset of gear damage. The negative ...
Track-to-track association for intelligent vehicles by preserving local track geometry

Zou, Ke; Zhu, Hao; De Freitas, Allan; Li, Yongfu; Najafabadi, Hamid Esmaeili (MDPI Publishing, 2020-03-04)

Track-to-track association (T2TA) is a challenging task in situational awareness in intelligent vehicles and surveillance systems. In this paper, the problem of track-to-track association with sensor bias (T2TASB) is ...

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