Slip Estimation Model for Planetary Rover Using Gaussian Process Regression

Monitoring the rover slip is important; however, a certain level of estimation uncertainty is inevitable. In this paper, we establish slip estimation models for China’s Mars rover, Zhurong, using Gaussian process regression (GPR). The model was able to predict not only the average value of the longi...

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Détails bibliographiques
Auteurs principaux: Tianyi Zhang, Song Peng, Yang Jia, Junkai Sun, He Tian, Chuliang Yan
Format: Article
Langue:English
Publié: MDPI AG 2022-05-01
Collection:Applied Sciences
Sujets:
Accès en ligne:https://www.mdpi.com/2076-3417/12/9/4789