Multi-sensor time synchronization algorithm based on Gaussian process regression

In order to address the problem of inconsistent sampling frequency and accuracy of each sensor in multi-sensor data fusion technology, the algorithm of Gaussian Process Regression (GPR) is proposed for time alignment, and in the scenario where the target motion model is uniform linear motion and uni...

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Vydané v:	Journal of physics. Conference series Ročník 2290; číslo 1; s. 12069 - 12075
Hlavní autori:	Yang, Quan, Zhao, XuanZhi, Zhang, Wen, Jin, WenJun
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Bristol IOP Publishing 01.06.2022
Predmet:	Algorithms Data integration Gaussian process Multisensor fusion Physics Time synchronization
ISSN:	1742-6588, 1742-6596
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