Add to ORKGIn this paper we focus on the identification of discrete-time hybrid systems in the Piece-Wise Affine (PWA) form. This problem can be formulated as the reconstruction of a possibly discontinuous PWA map with a multi-dimensional domain. In order to achieve our goal, we propose an algorithm that exploits the combined use of clustering, linear identification, and classification techniques. This allows to identify both the affine submodels and the polyhedral partition of the domain on which each submodel is valid
This paper addresses the problem of identification of piecewise affine (PWA)models, which involves t...
In this paper, we propose an iterative approach to PWA system identification. At each iteration, a s...
Recent years have witnessed a growing interest on system identification techniques for switched and ...
In this paper we focus on the identification of discrete-time hybrid systems in the Piece-Wise Affin...
We propose a new technique for the identification of discrete-time hybrid systems in the Piece-Wise ...
We propose a new technique for the identification of discrete-time hybrid systems in the Piece-Wise ...
Abstract:- A new algorithm for identification of discrete time Hybrid Systems in the Piece-Wise Affi...
This paper addresses the problem of identification of hybrid dynamical systems, by focusing the atte...
This paper addresses the problem of identification of hybrid dynamical systems, by focusing the atte...
Abstract – A new bounded-error approach for the identification of discrete time hybrid systems in th...
This paper addresses the problem of identification of piecewise affine (PWA) models. This problem in...
Abstract: The paper address the realization and identification problem for a subclass of piecewise-a...
The problem of piecewise affine identification is addressed by studying four recently proposed techn...
This tutorial paper is concerned with the identification of hybrid models, i.e. dynamical models who...
This tutorial paper is concerned with the identification of hybrid models, i.e. dynamical models who...
This paper addresses the problem of identification of piecewise affine (PWA)models, which involves t...
In this paper, we propose an iterative approach to PWA system identification. At each iteration, a s...
Recent years have witnessed a growing interest on system identification techniques for switched and ...
In this paper we focus on the identification of discrete-time hybrid systems in the Piece-Wise Affin...
We propose a new technique for the identification of discrete-time hybrid systems in the Piece-Wise ...
We propose a new technique for the identification of discrete-time hybrid systems in the Piece-Wise ...
Abstract:- A new algorithm for identification of discrete time Hybrid Systems in the Piece-Wise Affi...
This paper addresses the problem of identification of hybrid dynamical systems, by focusing the atte...
This paper addresses the problem of identification of hybrid dynamical systems, by focusing the atte...
Abstract – A new bounded-error approach for the identification of discrete time hybrid systems in th...
This paper addresses the problem of identification of piecewise affine (PWA) models. This problem in...
Abstract: The paper address the realization and identification problem for a subclass of piecewise-a...
The problem of piecewise affine identification is addressed by studying four recently proposed techn...
This tutorial paper is concerned with the identification of hybrid models, i.e. dynamical models who...
This tutorial paper is concerned with the identification of hybrid models, i.e. dynamical models who...
This paper addresses the problem of identification of piecewise affine (PWA)models, which involves t...
In this paper, we propose an iterative approach to PWA system identification. At each iteration, a s...
Recent years have witnessed a growing interest on system identification techniques for switched and ...