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A System Level Approach to Discrete-Time Nonlinear Systems

Ho, Dimitar (2020) A System Level Approach to Discrete-Time Nonlinear Systems. In: 2020 American Control Conference (ACC). IEEE , Piscataway, NJ, pp. 1625-1630. ISBN 9781538682661. https://resolver.caltech.edu/CaltechAUTHORS:20200730-143942375

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Abstract

In this paper, we will show that there is a universal connection between the closed-loop and the corresponding realizing controller in nonlinear discrete-time systems: Given an achievable stable closed-loop, we can follow a systematic procedure to construct an internally stable causal controller that realizes the desired closed-loop. In the linear system case, this relationship has been used as a key result in the recently developed System Level Synthesis (SLS), and this paper shows how this relationship finds its analogue in the general nonlinear discrete-time system case. Necessary and sufficient conditions are presented that characterize the entire space of closedloops that are achievable by some causal controller for a given system. Furthermore, we will show that constructing the same causal controller from maps that are not achievable closed-loops, still can stabilize the nonlinear system if they approximate the feasibility conditions well enough. Finally, we will discuss how this method opens up new ways towards robust nonlinear controller synthesis, by exploring two direct applications of this approach: design of trajectory tracking controllers for nonlinear systems using linear SLS controllers, and a method to stably "blend" multiple linear SLS controllers into one nonlinear controller that improves closed-loop performance. The companion paper [1] applies the latter approach to large-scale systems with actuator saturation and safety constraints.


Item Type:Book Section
Related URLs:
URLURL TypeDescription
https://doi.org/10.23919/acc45564.2020.9147857DOIArticle
https://arxiv.org/abs/2004.08004arXivDiscussion Paper
Additional Information:© 2020 AACC.
Record Number:CaltechAUTHORS:20200730-143942375
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20200730-143942375
Official Citation:D. Ho, "A System Level Approach to Discrete-Time Nonlinear Systems," 2020 American Control Conference (ACC), Denver, CO, USA, 2020, pp. 1625-1630, doi: 10.23919/ACC45564.2020.9147857
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:104659
Collection:CaltechAUTHORS
Deposited By: George Porter
Deposited On:31 Jul 2020 14:16
Last Modified:31 Jul 2020 14:16

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