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Segmentation of ARX-models using sum-of-norms regularization
Segmentation Regularization ARX-models
2015/8/7
Segmentation of time-varying systems and signals into models whose parameters are piecewise constant in time is an important and well studied problem. It is here formulated as a least-squares problem ...
The recursive fitting of multivariate complex subset ARX models
Recursion Learning Algorithm
2010/9/15
In this paper we propose an innovative recursive learning algorithm to sequentially estimate multivariate complex subset autoregressive models with exogenous variables (VARX models), including full-or...