Control barrier functionals: Safety‐critical control for time delay systems
Abstract
This work presents a theoretical framework for the safety-critical control of time delay systems. The theory of control barrier functions, that provides formal safety guarantees for delay-free systems, is extended to systems with state delay. The notion of control barrier functionals is introduced, to attain formal safety guarantees by enforcing the forward invariance of safe sets defined in the infinite dimensional state space. The proposed framework is able to handle multiple delays and distributed delays both in the dynamics and in the safety condition, and provides an affine constraint on the control input that yields provable safety. This constraint can be incorporated into optimization problems to synthesize pointwise optimal and provable safe controllers. The applicability of the proposed method is demonstrated by numerical simulation examples.
Additional Information
© 2023 The Authors. International Journal of Robust and Nonlinear Control published by John Wiley & Sons Ltd. This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. The research reported in this article has been supported by the National Research, Development and Innovation Fund (TKP2020 NC, Grant No. BME-NCS and TKP2021, Project no. BME-NVA-02) under the auspices of the Ministry for Innovation and Technology of Hungary, by the National Science Foundation (CPS Award #1932091), by Aerovironment and by Dow (#227027AT). AUTHOR CONTRIBUTIONS. Adam K. Kiss developed the theory and conducted the numerical simulations, Tamas G. Molnar supported the theory and helped with the writing, Aaron D. Ames, and Gabor Orosz supervised the project, including the development of the theory, results and writing. The authors declare no potential conflict of interests.Attached Files
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Additional details
- Eprint ID
- 121635
- Resolver ID
- CaltechAUTHORS:20230530-441768000.77
- National Research, Development and Innovation Fund (NKFIA)
- TKP2020 NC - BME-NCS
- National Research, Development and Innovation Fund (NKFIA)
- BME‐NCS
- National Research, Development and Innovation Fund (NKFIA)
- TKP2021
- National Research, Development and Innovation Fund (NKFIA)
- BME‐NVA‐02
- Ministry for Innovation and Technology (Hungary)
- NSF
- CNS-1932091
- AeroVironment
- Dow Chemical Company
- 227027AT
- Created
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2023-06-01Created from EPrint's datestamp field
- Updated
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2023-06-01Created from EPrint's last_modified field