Fixed-Time Path-Following Control of an Autonomous Vehicle with Path-Dependent Performance and Feasibility Constraints

Xu Jin, Shi Lu Dai, Jianjun Liang

Research output: Contribution to journalArticlepeer-review

29 Scopus citations

Abstract

Constrained operations for autonomous vehicles have been extensively studied in the literature over the recent years. However, to the best of the authors' knowledge, all of the existing works address only constant or time-varying constraint functions. In this work, we study path-dependent constraint requirements, which explicitly depend on the path parameter, instead of depending on the time variable directly. This approach is more practical in reality, where the constraint requirements are often shaped by the environment boundaries. From the system users' perspectives, it is also much easier to define constraint functions based on the path parameter. A modified version of the universal barrier function is used in the analysis of path-dependent constraint requirements. We show that under the proposed novel control scheme, the vehicle's line-of-sight distance and angle error terms can converge into small sets near the equilibrium with a fixed-time convergence rate, while the path-dependent constraint requirements are satisfied at all time. A simulation and an experiment study further demonstrate the efficacy of the proposed scheme.

Original languageEnglish
Pages (from-to)458-468
Number of pages11
JournalIEEE Transactions on Intelligent Vehicles
Volume8
Issue number1
DOIs
StatePublished - Jan 1 2023

Bibliographical note

Publisher Copyright:
© 2016 IEEE.

Funding

The work of Shi-Lu Dai and Jianjun Liang was supported in part by the Key-Area Research and Development Program of Guangdong Province under Grant 2020B1111010002, in part by the National Natural Science Foundation of China under Grant 61973129, and in part by Guangdong Basic and Applied Basic Research Foundation under Grant 2021A1515012004.

FundersFunder number
National Natural Science Foundation of China (NSFC)61973129
Special Project for Research and Development in Key areas of Guangdong Province2020B1111010002
Basic and Applied Basic Research Foundation of Guangdong Province2021A1515012004

    Keywords

    • Path-dependent constraints
    • performance and feasibility constraints
    • universal barrier functions

    ASJC Scopus subject areas

    • Automotive Engineering
    • Control and Optimization
    • Artificial Intelligence

    Fingerprint

    Dive into the research topics of 'Fixed-Time Path-Following Control of an Autonomous Vehicle with Path-Dependent Performance and Feasibility Constraints'. Together they form a unique fingerprint.

    Cite this