Scalable Computation of Controlled Invariant Sets for Discrete-Time Linear Systems with Input Delays

• Main Authors: Liu, Zexiang, Yang, Liren, Ozay, Necmiye
• Format: Journal Article
• Language: English
• Published: 10.03.2020
• Subjects: Computer Science - Systems and Control
• DOI: 10.48550/arxiv.2003.04953

In this paper, we first propose a method that can efficiently compute the maximal robust controlled invariant set for discrete-time linear systems with pure delay in input. The key to this method is to construct an auxiliary linear system (without delay) with the same state-space dimension of the original system in consideration and to relate the maximal invariant set of the auxiliary system to that of the original system. When the system is subject to disturbances, guaranteeing safety is harder for systems with input delays. Ability to incorporate any additional information about the disturbance becomes more critical in these cases. Motivated by this observation, in the second part of the paper, we generalize the proposed method to take into account additional preview information on the disturbances, while maintaining computational efficiency. Compared with the naive approach of constructing a higher dimensional system by appending the state-space with the delayed inputs and previewed disturbances, the proposed approach is demonstrated to scale much better with the increasing delay time.