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LTI Stochastic Processes: a Behavioral Perspective

Baggio, G and Sepulchre, R (2017) LTI Stochastic Processes: a Behavioral Perspective. IFAC-PapersOnLine, 50. pp. 2806-2811.

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Abstract

© 2017 This paper revisits the definition of linear time-invariant (LTI) stochastic process within a behavioral systems framework. Building on Willems (2013), we derive a canonical representation of an LTI stochastic process and a physically grounded notion of interconnection between independent stochastic processes. We use this framework to analyze the invariance properties enjoyed by distances between spectral densities of LTI processes.

Item Type: Article
Subjects: UNSPECIFIED
Divisions: Div F > Control
Depositing User: Cron Job
Date Deposited: 14 Nov 2017 01:56
Last Modified: 10 Dec 2019 02:04
DOI: 10.1016/j.ifacol.2017.08.631