Cargando…
Trainable Quaternion Extended Kalman Filter with Multi-Head Attention for Dead Reckoning in Autonomous Ground Vehicles
Extended Kalman filter (EKF) is one of the most widely used Bayesian estimation methods in the optimal control area. Recent works on mobile robot control and transportation systems have applied various EKF methods, especially for localization. However, it is difficult to obtain adequate and reliable...
Autores principales: | Milam, Gary, Xie, Baijun, Liu, Runnan, Zhu, Xiaoheng, Park, Juyoun, Kim, Gonwoo, Park, Chung Hyuk |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9608193/ https://www.ncbi.nlm.nih.gov/pubmed/36298054 http://dx.doi.org/10.3390/s22207701 |
Ejemplares similares
-
Heading Estimation for Pedestrian Dead Reckoning Based on Robust Adaptive Kalman Filtering
por: Wu, Dongjin, et al.
Publicado: (2018) -
Improved Pedestrian Dead Reckoning Based on a Robust Adaptive Kalman Filter for Indoor Inertial Location System
por: Fan, Qigao, et al.
Publicado: (2019) -
Kalman Filtering for Attitude Estimation with Quaternions and Concepts from Manifold Theory
por: Bernal-Polo, Pablo, et al.
Publicado: (2019) -
Quaternion-Based Robust Attitude Estimation Using an Adaptive Unscented Kalman Filter
por: Chiella, Antônio C. B., et al.
Publicado: (2019) -
A Kalman Filter for Nonlinear Attitude Estimation Using Time Variable Matrices and Quaternions
por: Deibe, Álvaro, et al.
Publicado: (2020)