Kalman filters based on multibody models: linking simulation and real world. A comprehensive review

MÁ Naya, E Sanjurjo, AJ Rodríguez… - Multibody System …, 2023 - Springer
… a multibody model as the Kalman filter model have been … Kalman filters based on multibody
models, the information from a real mechanical system can be employed to keep the model

Accuracy and efficiency comparison of various nonlinear Kalman filters applied to multibody models

E Sanjurjo, MÁ Naya, JL Blanco-Claraco… - Nonlinear …, 2017 - Springer
… of a multibody model is also combined with a Kalman filter. … filters cited previously and can
be useful if force models are … for coupling multibody models and Kalman filters are presented. …

Automotive observers based on multibody models and the extended Kalman filter

J Cuadrado, D Dopico, JA Perez… - Multibody System …, 2012 - Springer
… In this work, the Kalman filter has been selected for this purpose [1], since it provides optimal
estimations in the presence of model and sensor noises and has been extensively used for …

State estimation using multibody models and non-linear Kalman filters

R Pastorino, D Richiedei, J Cuadrado… - International Journal of …, 2013 - Elsevier
Kalman filters (KF) using multibody (MB) models and to compare their performances in terms
of accuracy and computational cost. The filters … (DAE) of the MB model into the ordinary …

State and force observers based on multibody models and the indirect Kalman filter

E Sanjurjo, D Dopico, A Luaces, MÁ Naya - Mechanical Systems and …, 2018 - Elsevier
Kalman filters are evaluated when applied to mechanisms described by multibody models.
To achieve a fair comparison, three multibody models are used for each test. The first …

State, parameter and input observers based on multibody models and Kalman filters for vehicle dynamics

AJ Rodríguez, E Sanjurjo, R Pastorino… - Mechanical Systems and …, 2021 - Elsevier
… The first filter uses an indirect extended Kalman filter (ie the errorEKF) incorporating force …
and using a vehicle multibody model. The second filter is an unscented Kalman filter (UKF) …

Real-time state observers based on multibody models and the extended Kalman filter

J Cuadrado, D Dopico, A Barreiro… - Journal of mechanical …, 2009 - Springer
… This work is a preliminary study on the use of the extended Kalman filter (EKF) for the state
estimation of multibody systems. The observers based on the EKF are described by first-order …

Online state and input force estimation for multibody models employing extended Kalman filtering

F Naets, R Pastorino, J Cuadrado… - Multibody System …, 2014 - Springer
… In this work, the augmented Kalman filter is chosen in order to take the unknown inputs into
… an extended Kalman filter due to the nonlinear equations of motion for the multibody system…

A discrete-time extended Kalman filter approach tailored for multibody models: state-input estimation

R Adduci, M Vermaut, F Naets, J Croes, W Desmet - Sensors, 2021 - mdpi.com
… extended Kalman filter (ADE-KF) tailored for MB models is … up a Kalman filter for assimilating
the different multibody states … system and measurement model equations are summarized. …

State estimator based on an indirect Kalman filter for a hydraulically actuated multibody system

S Jaiswal, E Sanjurjo, J Cuadrado, J Sopanen… - Multibody System …, 2022 - Springer
… is combined from the coupled multibody model and the physical … multibody model with an
indirect Kalman filter in the framework of hydraulically driven systems. An indirect Kalman filter