Weighted expectation-maximisation algorithm for parameter estimation of misspecified dynamical models: application to vehicle dynamics

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2021.11.145 ◽

2021 ◽

Vol 54 (20) ◽

pp. 8-13

Author(s):

Jules Matz ◽

Abderazik Birouche ◽

Benjamin Mourllion ◽

Fethi Bouziani ◽

Michel Basset

Keyword(s):

Parameter Estimation ◽

Vehicle Dynamics ◽

Dynamical Models ◽

Expectation Maximisation

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Joint unscented Kalman filter for state and parameter estimation in vehicle dynamics

2015 IEEE Conference on Control Applications (CCA) ◽

10.1109/cca.2015.7320894 ◽

2015 ◽

Author(s):

Mark Wielitzka ◽

Matthias Dagen ◽

Tobias Ortmaier

Keyword(s):

Parameter Estimation ◽

Kalman Filter ◽

Vehicle Dynamics ◽

Unscented Kalman Filter

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State and Parameter Estimation for Vehicle Dynamics

Vehicle Dynamics - CISM International Centre for Mechanical Sciences ◽

10.1007/978-3-030-75884-4_5 ◽

2021 ◽

pp. 235-288

Author(s):

Frank Naets

Keyword(s):

Parameter Estimation ◽

Vehicle Dynamics

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GUARANTEED NONLINEAR PARAMETER ESTIMATION FOR CONTINUOUS-TIME DYNAMICAL MODELS

IFAC Proceedings Volumes ◽

10.3182/20060329-3-au-2901.00133 ◽

2006 ◽

Vol 39 (1) ◽

pp. 843-848 ◽

Author(s):

Michel Kieffer ◽

Eric Walter ◽

Ivan Simeonov

Keyword(s):

Parameter Estimation ◽

Continuous Time ◽

Nonlinear Parameter ◽

Dynamical Models ◽

Nonlinear Parameter Estimation

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Some novel techniques of parameter estimation for dynamical models in biological systems

IMA Journal of Applied Mathematics ◽

10.1093/imamat/hxr046 ◽

2011 ◽

Vol 78 (2) ◽

pp. 235-260 ◽

Author(s):

F. Liu ◽

K. Burrage ◽

N. A. Hamilton

Keyword(s):

Parameter Estimation ◽

Biological Systems ◽

Dynamical Models

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Hyperspectral parameter estimation of elliptically contoured t mixture models using expectation-maximisation

International Journal of Remote Sensing ◽

10.1080/01431160500256721 ◽

2005 ◽

Vol 26 (22) ◽

pp. 5071-5097 ◽

Author(s):

M. D. Farrell ◽

R. M. Mersereau

Keyword(s):

Parameter Estimation ◽

Mixture Models ◽

Expectation Maximisation ◽

Elliptically Contoured

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A Bayesian Framework for Parameter Estimation in Dynamical Models with Applications to Forecasting

Nature Precedings ◽

10.1038/npre.2009.4044.1 ◽

2009 ◽

Author(s):

Flávio Codeço Coelho ◽

Claudia Codeço

Keyword(s):

Parameter Estimation ◽

Bayesian Framework ◽

Dynamical Models

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Parameter Estimation (Identification) of Vehicle Dynamics

10.1007/978-3-642-39440-9_11 ◽

2021 ◽

pp. 269-302

Author(s):

Rolf Isermann

Keyword(s):

Parameter Estimation ◽

Vehicle Dynamics

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A Bayesian approach to parameter estimation in HIV dynamical models

Statistics in Medicine ◽

10.1002/sim.1211 ◽

2002 ◽

Vol 21 (15) ◽

pp. 2199-2214 ◽

Author(s):

H. Putter ◽

S. H. Heisterkamp ◽

J. M. A. Lange ◽

F. de Wolf

Keyword(s):

Parameter Estimation ◽

Bayesian Approach ◽

Dynamical Models

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Unscented Kalman Filter for State and Parameter Estimation in Vehicle Dynamics

Kalman Filters - Theory for Advanced Applications ◽

10.5772/intechopen.71900 ◽

2018 ◽

Author(s):

Mark Wielitzka ◽

Alexander Busch ◽

Matthias Dagen ◽

Tobias Ortmaier

Keyword(s):

Parameter Estimation ◽

Kalman Filter ◽

Vehicle Dynamics ◽

Unscented Kalman Filter

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A Parallel Optimization Scheme for Parameter Estimation in Motor Vehicle Dynamics

Euro-Par 2000 Parallel Processing - Lecture Notes in Computer Science ◽

10.1007/3-540-44520-x_114 ◽

2000 ◽

pp. 829-834 ◽

Author(s):

Torsten Butz ◽

Oskar von Stryk ◽

Thieß-Magnus Wolter

Keyword(s):

Parameter Estimation ◽

Vehicle Dynamics ◽

Motor Vehicle ◽

Parallel Optimization ◽

Optimization Scheme

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