Jeng Yen

Locally-adaptive slip prediction for planetary rovers using Gaussian processes

This paper presents a method for predicting slip using Gaussian process regression. Slip models are learned for visually classified terrain types as a function of terrain geometry. Spatial correlations between terrain properties are leveraged for on-line slip model adaptation. Results show that regr…