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Title:

An Alternative Approach to Switching Hyperplane Estimation in PWA Systems

Document type:
Konferenzbeitrag
Author(s):
Kersting, Stefan; Buss, Martin
Pages contribution:
4449-4454
Abstract:
Usually the identification of piecewise affine systems consists of two steps. First, subsystem parameters are identified before the state space partition is reconstructed. For the later step, it is common to label the states of a recorded trajectory and separate differently labeled states with the help of linear support vector machines. In this paper, we present an alternative approach to estimate switching hyperplanes in continuous time piecewise affine systems. The presented approach builds upon t...     »
Book / Congress title:
Proceedings of the American Control Conference (ACC)
Organization:
IEEE
Date of congress:
July 1–3, 2015
Publisher address:
Chicago, Illinois, USA
Year:
2015
Language:
en
Semester:
SS 15
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