Implementation of algorithms for tuning parameters in regularized least squares problems in system identification

Author:

Chen Tianshi,Ljung Lennart

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Control and Systems Engineering

Reference24 articles.

1. Carli, F.P., Chiuso, A., & Pillonetto, G. (2012). Efficient algorithms for large scale linear system identification using stable spline estimators. In IFAC symposium on system identification (pp. 119–124).

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3. Chen, T., Ohlsson, H., & Ljung, L. (2011). Kernel selection in linear system identification. Part II: a classical perspective. In Proc. 50th IEEE conference on decision and control and European control conference (pp. 4326–4331). Orlando, Florida.

4. On the estimation of transfer functions, regularizations and Gaussian processes — revisited;Chen;Automatica,2012

5. Chen, T., Zhao, Y., & Ljung, L. (2012). Impulse response estimation with binary measurements: a regularized fir model approach. In IFAC symposium on system identification (pp. 113–118). Brussels, Belgium.

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