A Frequency-Domain Approach to Nonlinear Negative Imaginary Systems Analysis
Di Zhao, Chao Chen, and Sei Zhen Khong

TL;DR
This paper extends the theory of negative imaginary systems to nonlinear systems using a frequency-domain approach, providing stability conditions and demonstrating effectiveness through examples and simulations.
Contribution
It introduces a novel frequency-domain framework for nonlinear NI systems and develops stability criteria based on integral quadratic constraints.
Findings
Established a finite-frequency characterization of nonlinear NI systems
Derived a feedback stability condition for nonlinear NI systems
Validated the approach with examples and simulations
Abstract
In this study, we extend the theory of negative imaginary (NI) systems to a nonlinear framework using a frequency-domain approach. The extended notion is completely characterized via a finite-frequency integration over a "kernel function" on energy-bounded input and output signal pairs. The notion is closely related to and carefully contrasted with the well-studied extension of negative imaginariness -- the theory of counterclockwise dynamics. A condition for feedback stability of the proposed nonlinear NI systems is then developed based on the technique of integral quadratic constraints. Examples and simulations on feedback interconnections of typical nonlinear systems are provided to demonstrate the effectiveness.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsPiezoelectric Actuators and Control · Mechanical and Optical Resonators · Advanced MEMS and NEMS Technologies
