Skip to main navigation Skip to search Skip to main content

Barrier-Riccati Synthesis for Nonlinear Safe Control with Expanded Region of Attraction

  • Hassan Almubarak*
  • , Maitham F. Al-Sunni
  • , Justin T. Dubbin
  • , Nader Sadegh
  • , John M. Dolan
  • , Evangelos A. Theodorou
  • *Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

We present a Riccati-based framework for safety-critical nonlinear control that integrates the barrier states (BaS) methodology with the State-Dependent Riccati Equation (SDRE) approach. The BaS formulation embeds safety constraints into the system dynamics via auxiliary states, enabling safety to be treated as a control objective. To overcome the limited region of attraction in linear BaS controllers, we extend the framework to nonlinear systems using SDRE synthesis applied to the barrier-augmented dynamics and derive a matrix inequality condition that certifies forward invariance of a large region of attraction and guarantees asymptotic safe stabilization. The resulting controller is computed online via point-wise Riccati solutions. We validate the method on an unstable constrained system and cluttered quadrotor navigation tasks, demonstrating improved constraint handling, scalability, and robustness near safety boundaries. This framework offers a principled and computationally tractable solution for synthesizing nonlinear safe feedback in safety-critical environments.

Original languageEnglish
Title of host publication2026 American Control Conference, ACC 2026
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1957-1962
Number of pages6
ISBN (Electronic)9798331593810
StatePublished - 2026
Event2026 American Control Conference, ACC 2026 - New Orleans, United States
Duration: 26 May 2026 → 29 May 2026

Publication series

NameProceedings of the American Control Conference
ISSN (Print)0743-1619

Conference

Conference2026 American Control Conference, ACC 2026
Country/TerritoryUnited States
CityNew Orleans
Period26/05/26 → 29/05/26

Bibliographical note

Publisher Copyright:
© 2026 AACC.

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

Fingerprint

Dive into the research topics of 'Barrier-Riccati Synthesis for Nonlinear Safe Control with Expanded Region of Attraction'. Together they form a unique fingerprint.

Cite this