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Physical Sciences → Engineering → Control and Systems Engineering

Control Systems and Identification

This cluster of papers covers advances in system identification techniques, including parameter estimation for nonlinear models, data-driven control, model-based control, feedback controllers, state estimation for multivariable systems, and the development of recursive algorithms. The papers also discuss model selection approaches and optimal experiment design for system identification.

58.8K works worldwide867.4K citations
System IdentificationParameter EstimationNonlinear ModelsData-Driven ControlModel-Based ControlFeedback ControllersState EstimationMultivariable SystemsRecursive AlgorithmsModel Selection

Journals publishing in this area

1IEEE Transactions on Automatic Control cover
IEEE Transactions on Automatic Control
ISSN 0018-92864,656 articles in this topic
474h-index
2Automatica cover
Automatica
ISSN 0005-10983,344 articles in this topic
397h-index
3Journal of the Franklin Institute cover
Journal of the Franklin Institute
ISSN 0016-0032947 articles in this topic
327h-index
4IEEE Transactions on Signal Processing cover
IEEE Transactions on Signal Processing
ISSN 1053-587X849 articles in this topic
366h-index
5Mechanical Systems and Signal Processing cover
Mechanical Systems and Signal Processing
ISSN 0888-3270417 articles in this topic
242h-index
6
Journal of the American Statistical Association
ISSN 0162-1459396 articles in this topic
648h-index
7Biometrika cover
Biometrika
ISSN 0006-3444346 articles in this topic
361h-index
8Technometrics cover
Technometrics
ISSN 0040-1706280 articles in this topic
500h-index
9
The Annals of Statistics
ISSN 0090-5364277 articles in this topic
318h-index
10IEEE Transactions on Neural Networks cover
IEEE Transactions on Neural Networks
ISSN 1045-9227254 articles in this topic
265h-index
11Journal of the Royal Statistical Society Series B (Statistical Methodology) cover
307h-index
12Neural Computation cover
Neural Computation
ISSN 0899-7667113 articles in this topic
247h-index