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Biomedical Applications of Piece-Wise Affine Identification for Hybrid Systems

Academic Article
Publication Date:
2009
abstract:
Modeling switching processes for control purpose takes advantage from the Piece-Wise Affine identification of hybrid dynamical systems briefly recalled in this paper. A couple of applications are addressed, namely to discriminate hormone pulses from background noise, in a physiologically switching process, and to identify sleep apneas, as pathological switching among healthy and potentially risky states. Other potential applications are proposed.
Iris type:
01.01 Articolo in rivista
Keywords:
Clustering Identification; Inference; K-means; Neuroendocrine pulsatility Pattern recognition; Sleep apneas
List of contributors:
Liberati, Diego
Authors of the University:
LIBERATI DIEGO
Handle:
https://iris.cnr.it/handle/20.500.14243/50118
Published in:
ANNALS OF BIOMEDICAL ENGINEERING
Journal
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