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First, the control structure is designed using dynamic surface control (DSC) as feedforward control and adaptive dynamic programming as feedback control, which not only ensures the tracking of reference trajectory but also improves the control accuracy. Second, due to the data-driven nature of adaptive dynamic programming (ADP) and the ability to adjust parameters online, it can be solved by USV with unknown disturbance. Third, the event-triggered mechanism can save computation and reduce the number of executions of the controller, in addition to avoiding Zeno behavior. Finally, according to the Lyapunov stability theory, all signals in the closed-loop system are globally uniformly and ultimately bounded (UUB). The DSC-ETCADP scheme is compared with DSC method. Simulation results demonstrate the effectiveness of the proposed method.<\/jats:p>","DOI":"10.1177\/01423312231156946","type":"journal-article","created":{"date-parts":[[2023,3,24]],"date-time":"2023-03-24T09:20:38Z","timestamp":1679649638000},"page":"2835-2847","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":15,"title":["Event-triggered adaptive dynamic programming for optimal tracking control of unmanned surface vessel with input constraints"],"prefix":"10.1177","volume":"45","author":[{"given":"Lu","family":"Zhou","sequence":"first","affiliation":[{"name":"College of Marine Electrical Engineering, Dalian Maritime University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0855-2099","authenticated-orcid":false,"given":"Zhipeng","family":"Shen","sequence":"additional","affiliation":[{"name":"College of Marine Electrical Engineering, Dalian Maritime University, 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