Conditional Generative Modeling of Stochastic LTI Systems: A Behavioral Approach

Jiayun Li, Yilin Mo

This paper presents a data-driven model for Linear Time-Invariant (LTI) stochastic systems by sampling from the conditional probability distribution of future outputs given past in…