An Integrated Deep Ensemble-Unscented Kalman Filter for Sideslip Angle Estimation With Sensor Filtering Network

An integration scheme for sideslip angle estimation is proposed where a deep neural network and a simple kinematics-based model are combined in an unscented Kalman filter. The deep neural network contains two modules: a sensor filtering network designed to overcome the limitations of the kinematics-...

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Auteurs principaux: Dongchan Kim, Gihoon Kim, Seungwon Choi, Kunsoo Huh
Format: article
Langue:EN
Publié: IEEE 2021
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Accès en ligne:https://doaj.org/article/567956f92829457190db4a9feb76fb1d
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