Concepedia

Identification of nonlinear systems using Polynomial Nonlinear State Space models

Johan Paduart, Lieve Lauwers, Jan Swevers, Kris Smolders, J. Schoukens, Rik Pintelon

Automatica · 2010 · 276 citations · 27 references

Concepts

EngineeringMathematicsSystems EngineeringDynamical SystemsSystems ModelingNonlinear DynamicsState EstimationState-space ModelingState-space ModelsState-space RepresentationSystem IdentificationNonlinear State-space ModelsNonlinear State-space SystemsNonlinear System IdentificationNonlinear SystemsState-space Identification

References

27

A new look at the statistical model identification

Hirotugu Akaike · IEEE Transactions on Automatic Control · 1974 · 50.7K citations · Full text

Business, Biostatistics, Statistical Modeling +9

An Algorithm for Least-Squares Estimation of Nonlinear Parameters

Donald W. Marquardt · Journal of the Society for Industrial and Applied Mathematics · 1963 · 30.4K citations

Natural Sciences, Computational Engineering, Optimization +11

A method for the solution of certain non-linear problems in least squares

Kenneth Levenberg · Quarterly of Applied Mathematics · 1944 · 12.2K citations · Full text

Computing, Mathematics, Algorithms +4

System identification—Theory for the user

Naresh K. Sinha · Automatica · 1989 · 9.2K citations

Engineering, Computer Science, Systems Engineering +10

Identification and control of dynamical systems using neural networks

Kumpati S. Narendra, K. Parthasarathy · IEEE Transactions on Neural Networks · 1990 · 8K citations

Computing, Computer Science, Artificial Intelligence +16