Safety-Critical Control With Control Barrier Function Based on Disturbance Observer

• 成果类型: Article
• 署名作者: Sun, Jiankun; Yang, Jun; Zeng, Zhigang
• 署名单位: Huazhong University of Science & Technology; Loughborough University
• 刊物名称: IEEE TRANSACTIONS ON AUTOMATIC CONTROL
• ISSN/ISSBN: 0018-9286
• DOI: 10.1109/TAC.2024.3352707
• 发表日期: 2024
• 页码: 4750-4756
• 关键词: safety; dynamical systems; control design; Time-varying systems; control systems; Disturbance observers; estimation error; control barrier function; disturbance/uncertain estimation and attenuation; nonlinear disturbance observer; safety-critical control

摘要

In this article, we investigate the continuous and sampled-data safety-critical control problems with control barrier functions in the presence of time-varying disturbances. To this end, a nonlinear disturbance observer is first designed to estimate the disturbance, and the continuous safe control design of the nominal systems is formulated as a quadratic program. We then design a continuous composite controller by integrating the disturbance compensation term and the state feedback term computed via solving the quadratic program, such that the undesirable influence of time-varying disturbances on both control performance and safety property can be effectively attenuated. It shows that under the proposed continuous control method, the robust safety property of dynamical systems can be strictly guaranteed in the presence of time-varying disturbances. Moreover, the results on the continuous safe control are extended into the sampled-data case, where the control input keeps the same in the intersample time intervals. A practical example of adaptive cruise control is introduced, and the simulation results are presented to verify the superiorities of the proposed control method.