Novel approaches for parameter estimation of local linear models for dynamical system identification

Applied Intelligence ◽

10.1007/s10489-015-0699-1 ◽

2015 ◽

Vol 44 (1) ◽

pp. 149-165 ◽

Author(s):

Guilherme A. Barreto ◽

Luís Gustavo M. Souza

Keyword(s):

Dynamical System ◽

Parameter Estimation ◽

System Identification ◽

Linear Models ◽

Local Linear ◽

Novel Approaches ◽

Dynamical System Identification

Download Full-text

Identification of nonlinear dynamical system using hierarchical clustering analysis and local linear models

2007 European Control Conference (ECC) ◽

10.23919/ecc.2007.7068980 ◽

2007 ◽

Author(s):

Xudong Wang ◽

Vassilis L. Syrmos

Keyword(s):

Dynamical System ◽

Hierarchical Clustering ◽

Clustering Analysis ◽

Linear Models ◽

Nonlinear Dynamical System ◽

Hierarchical Clustering Analysis ◽

Nonlinear Dynamical ◽

Download Full-text

Functional data analysis for dynamical system identification of behavioral processes.

Psychological Methods ◽

10.1037/a0034035 ◽

2014 ◽

Vol 19 (2) ◽

pp. 175-187 ◽

Author(s):

Jessica B. Trail ◽

Linda M. Collins ◽

Daniel E. Rivera ◽

Runze Li ◽

Megan E. Piper ◽

...

Keyword(s):

Dynamical System ◽

Data Analysis ◽

System Identification ◽

Functional Data Analysis ◽

Functional Data ◽

Dynamical System Identification

Download Full-text

Dynamical system identification with the Generalized Laguerre functions

2015 7th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT) ◽

10.1109/icumt.2015.7382431 ◽

2015 ◽

Author(s):

Martin Tuma ◽

Pavel Jura

Keyword(s):

Dynamical System ◽

System Identification ◽

Laguerre Functions ◽

Dynamical System Identification

Download Full-text

Approximate GP Inference for Nonlinear Dynamical System Identification Using Data-Driven Basis Set

IEEE Access ◽

10.1109/access.2020.2994089 ◽

2020 ◽

Vol 8 ◽

pp. 90665-90675

Author(s):

Hina Shoukat ◽

Muhammad Tahir ◽

Khurram Ali

Keyword(s):

Dynamical System ◽

System Identification ◽

Nonlinear Dynamical System ◽

Basis Set ◽

Data Driven ◽

Nonlinear Dynamical ◽

Dynamical System Identification ◽

Download Full-text

Collaborative linear dynamical system identification by scarce relevant/irrelevant observations

Multidimensional Systems and Signal Processing ◽

10.1007/s11045-018-0562-8 ◽

2018 ◽

Vol 30 (1) ◽

pp. 391-411 ◽

Author(s):

Behzad Bakhtiari ◽

Hadi Sadoghi Yazdi

Keyword(s):

Dynamical System ◽

System Identification ◽

Linear Dynamical System ◽

Dynamical System Identification

Download Full-text

Deconvolution of weakly-sparse signals and dynamical-system identification by Gaussian message passing

2015 IEEE International Symposium on Information Theory (ISIT) ◽

10.1109/isit.2015.7282470 ◽

2015 ◽

Author(s):

Lukas Bruderer ◽

Hampus Malmberg ◽

Hans-Andrea Loeliger

Keyword(s):

Dynamical System ◽

System Identification ◽

Message Passing ◽

Sparse Signals ◽

Dynamical System Identification

Download Full-text

Application of modified Sigma-Pi-linked neural network to dynamical system identification

Proceedings of IEEE International Conference on Control and Applications CCA-94 ◽

10.1109/cca.1994.381295 ◽

1994 ◽

Author(s):

Chow ◽

Gou Fei ◽

Yam

Keyword(s):

Neural Network ◽

Dynamical System ◽

System Identification ◽

Dynamical System Identification

Download Full-text

Detection of fatigue cracks in a beam using a spatio-temporal dynamical system identification method

Journal of Sound and Vibration ◽

10.1016/j.jsv.2006.06.049 ◽

2007 ◽

Vol 299 (1-2) ◽

pp. 22-35 ◽

Author(s):

L.Z. Guo ◽

S.A. Billings

Keyword(s):

Dynamical System ◽

System Identification ◽

Fatigue Cracks ◽

System Identification Method ◽

Identification Method ◽

Dynamical System Identification ◽

Spatio Temporal

Download Full-text

An Improved Approach to Nonlinear Dynamical System Identification using PID Neural Networks

International Journal of Nonlinear Sciences and Numerical Simulation ◽

10.1515/ijnsns.2006.7.2.177 ◽

2006 ◽

Vol 7 (2) ◽

Author(s):

Shou-Ju Li ◽

Ying-Xi Liu

Keyword(s):

Dynamical System ◽

Neural Networks ◽

System Identification ◽

Nonlinear Dynamical System ◽

Nonlinear Dynamical ◽

Dynamical System Identification

Download Full-text

Nonlinear dynamical system identification using unscented Kalman filter

10.1063/1.4968052 ◽

2016 ◽

Author(s):

M. Javvad ur Rehman ◽

Sarat Chandra Dass ◽

Vijanth Sagayan Asirvadam

Keyword(s):

Dynamical System ◽

Kalman Filter ◽

System Identification ◽

Unscented Kalman Filter ◽

Nonlinear Dynamical System ◽

Nonlinear Dynamical ◽

Dynamical System Identification

Download Full-text