{"title":"Error-based observer with dual compensations for disturbance rejection in electro-optical tracking system","authors":"Yu Chen , Shanlin Zhuang , Jiuqiang Deng, Yao Mao","doi":"10.1016/j.jfranklin.2025.107624","DOIUrl":null,"url":null,"abstract":"<div><div>The electro-optical tracking system (ETS) on the motion platform can only acquire the system tracking error of the camera output. This poses a significant challenge to disturbance rejection. Existing error-based disturbance rejection methods have a limited disturbance rejection effect due to the filter bandwidth constraint. To address this problem, this paper proposes an error-based observer structure based on dual filters (DEBO) to suppress the contradiction between the disturbance rejection effect and the noise amplification. The dependence on the filter bandwidth is alleviated by the method of superposition processing for disturbance rejection. The stability of the proposed structure is also demonstrated using frequency domain analysis. Meanwhile, specific disturbance rejection experiments are designed to verify the effectiveness of the method and compared with the standard error-based observer (EBO). The results show that the DEBO structure effectively improves the disturbance rejection effect of the system and avoids the noise amplification. It provides a new idea for improving the design of disturbance rejection method in electro-optical tracking system.</div></div>","PeriodicalId":17283,"journal":{"name":"Journal of The Franklin Institute-engineering and Applied Mathematics","volume":"362 6","pages":"Article 107624"},"PeriodicalIF":3.7000,"publicationDate":"2025-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of The Franklin Institute-engineering and Applied Mathematics","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0016003225001188","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
引用次数: 0
Abstract
The electro-optical tracking system (ETS) on the motion platform can only acquire the system tracking error of the camera output. This poses a significant challenge to disturbance rejection. Existing error-based disturbance rejection methods have a limited disturbance rejection effect due to the filter bandwidth constraint. To address this problem, this paper proposes an error-based observer structure based on dual filters (DEBO) to suppress the contradiction between the disturbance rejection effect and the noise amplification. The dependence on the filter bandwidth is alleviated by the method of superposition processing for disturbance rejection. The stability of the proposed structure is also demonstrated using frequency domain analysis. Meanwhile, specific disturbance rejection experiments are designed to verify the effectiveness of the method and compared with the standard error-based observer (EBO). The results show that the DEBO structure effectively improves the disturbance rejection effect of the system and avoids the noise amplification. It provides a new idea for improving the design of disturbance rejection method in electro-optical tracking system.
期刊介绍:
The Journal of The Franklin Institute has an established reputation for publishing high-quality papers in the field of engineering and applied mathematics. Its current focus is on control systems, complex networks and dynamic systems, signal processing and communications and their applications. All submitted papers are peer-reviewed. The Journal will publish original research papers and research review papers of substance. Papers and special focus issues are judged upon possible lasting value, which has been and continues to be the strength of the Journal of The Franklin Institute.