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.

Biomedical Applications of Piece-Wise Affine Identification for Hybrid Systems

D Liberati
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.
2009
Istituto di Elettronica e di Ingegneria dell'Informazione e delle Telecomunicazioni - IEIIT
Clustering Identification
Inference
K-means
Neuroendocrine pulsatility Pattern recognition
Sleep apneas
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/50118
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