Near optimal finite time identification of arbitrary linear dynamical systems

© 2019 International Machine Learning Society (IMLS). Wc derive finite time error bounds for estimating general linear time-invariant (LTI) systems from a single observed trajectory using the method of least squares. We provide the first analysis of the general case when eigenvalues of the LTI syste...

全面介绍

书目详细资料
Main Authors: Sarkar, Tuhin, Rakhlin, Alexander
其他作者: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
格式: 文件
语言:English
出版: 2022
在线阅读:https://hdl.handle.net/1721.1/138305.2