Weifeng Zeng;Long Li;Hao Xiong;Hantao Jiang;Bernd R. Noack;Wenjie Lu;Honghai Liu
{"title":"Onboard Operational Safety Filter for a Quadrotor in an Environment With Dynamic Obstacles","authors":"Weifeng Zeng;Long Li;Hao Xiong;Hantao Jiang;Bernd R. Noack;Wenjie Lu;Honghai Liu","doi":"10.1109/TII.2024.3514167","DOIUrl":null,"url":null,"abstract":"Quadrotors have been applied to a wide range of industrial applications in recent years. It is vital to ensure the safety of a quadrotor operated by a human pilot in a practical environment that usually involves dynamic obstacles. This article develops an onboard Operational Safety Filter (OSF) for a quadrotor in an environment with dynamic obstacles. The developed OSF integrates motion prediction of dynamic obstacles and an improved backup controller into the existing backup controller-based OSF framework. The motion prediction of dynamic obstacles aims to address the dynamic obstacles. The improved backup controller can provide enhanced operational freedom for a quadrotor with respect to the existing backup controllers. The developed onboard OSF is applied to quadrotors in simulation and in the real world to evaluate its effectiveness in addressing dynamic obstacles, improving operational freedom, and running on a real quadrotor.","PeriodicalId":13301,"journal":{"name":"IEEE Transactions on Industrial Informatics","volume":"21 5","pages":"3776-3785"},"PeriodicalIF":9.9000,"publicationDate":"2025-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Industrial Informatics","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10880662/","RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
引用次数: 0
Abstract
Quadrotors have been applied to a wide range of industrial applications in recent years. It is vital to ensure the safety of a quadrotor operated by a human pilot in a practical environment that usually involves dynamic obstacles. This article develops an onboard Operational Safety Filter (OSF) for a quadrotor in an environment with dynamic obstacles. The developed OSF integrates motion prediction of dynamic obstacles and an improved backup controller into the existing backup controller-based OSF framework. The motion prediction of dynamic obstacles aims to address the dynamic obstacles. The improved backup controller can provide enhanced operational freedom for a quadrotor with respect to the existing backup controllers. The developed onboard OSF is applied to quadrotors in simulation and in the real world to evaluate its effectiveness in addressing dynamic obstacles, improving operational freedom, and running on a real quadrotor.
期刊介绍:
The IEEE Transactions on Industrial Informatics is a multidisciplinary journal dedicated to publishing technical papers that connect theory with practical applications of informatics in industrial settings. It focuses on the utilization of information in intelligent, distributed, and agile industrial automation and control systems. The scope includes topics such as knowledge-based and AI-enhanced automation, intelligent computer control systems, flexible and collaborative manufacturing, industrial informatics in software-defined vehicles and robotics, computer vision, industrial cyber-physical and industrial IoT systems, real-time and networked embedded systems, security in industrial processes, industrial communications, systems interoperability, and human-machine interaction.