{"title":"不确定系统的事件触发 ADRC:框架、设计与分析","authors":"Guojie Tang , Wenchao Xue , Xiaodong Lu , Yanlong Zhao","doi":"10.1016/j.jfranklin.2024.107409","DOIUrl":null,"url":null,"abstract":"<div><div>In this paper, we propose a composite framework that combines active disturbance rejection control (ADRC) and event-triggered mechanism (ETM) to address the signal-tracking problem in uncertain systems while reducing communication resource consumption. The framework, referred to as event-triggered ADRC (ET-ADRC), utilizes independent ETMs for the sensor and controller, allowing for effective handling of uncertainties while conserving communication resources. Two variants of ET-ADRC are explored: one based on a static event-triggered mechanism and another on a dynamic event-triggered mechanism. For the static ET-ADRC framework, we provide a rigorous proof of the closed-loop system’s stability and analyze the impact of ETMs on control performance. Additionally, we demonstrate that the proposed method effectively prevents Zeno behavior. Similarly, for the dynamic ET-ADRC framework, we establish results regarding closed-loop system stability, the influence of ETMs on control performance, and the avoidance of Zeno behavior. Notably, we show that by adjusting one of the dynamic event-triggered mechanism parameters, the decoupling of trigger frequency and closed-loop performance can be realized.</div></div>","PeriodicalId":17283,"journal":{"name":"Journal of The Franklin Institute-engineering and Applied Mathematics","volume":"362 1","pages":"Article 107409"},"PeriodicalIF":3.7000,"publicationDate":"2024-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"On event-triggered ADRC for uncertain systems: Framework, design and analysis\",\"authors\":\"Guojie Tang , Wenchao Xue , Xiaodong Lu , Yanlong Zhao\",\"doi\":\"10.1016/j.jfranklin.2024.107409\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>In this paper, we propose a composite framework that combines active disturbance rejection control (ADRC) and event-triggered mechanism (ETM) to address the signal-tracking problem in uncertain systems while reducing communication resource consumption. The framework, referred to as event-triggered ADRC (ET-ADRC), utilizes independent ETMs for the sensor and controller, allowing for effective handling of uncertainties while conserving communication resources. Two variants of ET-ADRC are explored: one based on a static event-triggered mechanism and another on a dynamic event-triggered mechanism. For the static ET-ADRC framework, we provide a rigorous proof of the closed-loop system’s stability and analyze the impact of ETMs on control performance. Additionally, we demonstrate that the proposed method effectively prevents Zeno behavior. Similarly, for the dynamic ET-ADRC framework, we establish results regarding closed-loop system stability, the influence of ETMs on control performance, and the avoidance of Zeno behavior. Notably, we show that by adjusting one of the dynamic event-triggered mechanism parameters, the decoupling of trigger frequency and closed-loop performance can be realized.</div></div>\",\"PeriodicalId\":17283,\"journal\":{\"name\":\"Journal of The Franklin Institute-engineering and Applied Mathematics\",\"volume\":\"362 1\",\"pages\":\"Article 107409\"},\"PeriodicalIF\":3.7000,\"publicationDate\":\"2024-11-20\",\"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/S0016003224008305\",\"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}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of The Franklin Institute-engineering and Applied Mathematics","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0016003224008305","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}
On event-triggered ADRC for uncertain systems: Framework, design and analysis
In this paper, we propose a composite framework that combines active disturbance rejection control (ADRC) and event-triggered mechanism (ETM) to address the signal-tracking problem in uncertain systems while reducing communication resource consumption. The framework, referred to as event-triggered ADRC (ET-ADRC), utilizes independent ETMs for the sensor and controller, allowing for effective handling of uncertainties while conserving communication resources. Two variants of ET-ADRC are explored: one based on a static event-triggered mechanism and another on a dynamic event-triggered mechanism. For the static ET-ADRC framework, we provide a rigorous proof of the closed-loop system’s stability and analyze the impact of ETMs on control performance. Additionally, we demonstrate that the proposed method effectively prevents Zeno behavior. Similarly, for the dynamic ET-ADRC framework, we establish results regarding closed-loop system stability, the influence of ETMs on control performance, and the avoidance of Zeno behavior. Notably, we show that by adjusting one of the dynamic event-triggered mechanism parameters, the decoupling of trigger frequency and closed-loop performance can be realized.
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.