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eess.SY2022
Moment Propagation of Polynomial Systems Through Carleman Linearization for Probabilistic Safety Analysis
Sasinee Pruekprasert, Jérémy Dubut, Toru Takisaka +2
We develop a method to approximate the moments of a discrete-time stochastic polynomial system. Our method is built upon Carleman linearization with truncation. Specifically, we ta…
eess.SY2019
Moment Propagation of Discrete-Time Stochastic Polynomial Systems using Truncated Carleman Linearization
Sasinee Pruekprasert, Toru Takisaka, Clovis Eberhart +2
We propose a method to compute an approximation of the moments of a discrete-time stochastic polynomial system. We use the Carleman linearization technique to transform this finite…