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Algebraic change-point detection

Michel Fliess 1, 2, * Cédric Join 2, 3 Mamadou Mboup 2, 4
* Corresponding author
2 ALIEN - Algebra for Digital Identification and Estimation
Inria Lille - Nord Europe, Inria Saclay - Ile de France, Ecole Centrale de Lille, X - École polytechnique, CNRS - Centre National de la Recherche Scientifique : UMR8146
Abstract : Elementary techniques from operational calculus, differential algebra, and noncommutative algebra lead to a new approach for change-point detection, which is an important field of investigation in various areas of applied sciences and engineering. Several successful numerical experiments are presented.
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Submitted on : Sunday, December 6, 2009 - 11:07:25 PM
Last modification on : Friday, October 23, 2020 - 8:38:03 AM
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Michel Fliess, Cédric Join, Mamadou Mboup. Algebraic change-point detection. Applicable Algebra in Engineering, Communication and Computing, Springer Verlag, 2010, 21 (2), pp.131-143. ⟨10.1007/s00200-010-0119-z⟩. ⟨inria-00439226⟩

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