Errors-in-Variables Methods in System Identification

Errors-in-Variables Methods in System Identification

Soederstroem, Torsten

Springer International Publishing AG

04/2018

485

Dura

Inglês

9783319750002

15 a 20 dias

1165


ebook

Descrição não disponível.
Chapter 1. Introduction.- Chapter 2. The Static Case.- Chapter 3. The Errors-in-Variables Problem for Dynamic Systems.- Chapter 4. Identi?ability Aspects.- Chapter 5. Modeling Aspects.- Chapter 6. Elementary Methods.- Chapter 7. Methods Based on Bias-Compensation.- Chapter 8. Covariance Matching.- Chapter 9. Prediction Error and Maximum Likelihood Methods.- Chapter 10. Frequency Domain Methods.- Chapter 11. Total Least Squares.- Chapter 12. Methods for Periodic Data.- Chapter 13. Algorithmic Properties.- Chapter 14. Asymptotic Distributions.- Chapter 15. Errors-in-Variables Problems in Practice.- Index.- References.
Parameter Estimation;Identification Methods;Empirical Modelling;EIV Problems;Statistical System Identification