J. Karl Hedrick

A Learning-Based Personalized Driver Model Using Bounded Generalized Gaussian Mixture Models

2019 · IEEE Transactions on Vehicular Technology

Individual driver's driving behavior plays a pivotal role in personalized driver assistance systems. Gaussian mixture models (GMM) have been widely used to fit driving data, but unsuitable for capturing the data with a long-tailed distribution. …