{"title":"BP Neural Network PID Control Scheme for Electromagnetic Scanning Micromirror*","authors":"Zuming He, Ruili Dong, Yonghong Tan","doi":"10.1109/RCAR54675.2022.9872295","DOIUrl":null,"url":null,"abstract":"In this paper, in order to improve the unexpected dynamic performance and input hysteresis of MEMS electromagnetic scanning micromirror (MEMS-ESM), a BP neural network PID control (BP-PID) scheme is adopted. Firstly, the BP-PID controller is designed, and since then PID parameters is self-adjusted by tracking error. Finally, the results of experiment show that the BP-PID control can improve the unexpected dynamic performance of the MEMS-ESM, with faster response speed and smaller tracking error.","PeriodicalId":304963,"journal":{"name":"2022 IEEE International Conference on Real-time Computing and Robotics (RCAR)","volume":"77 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE International Conference on Real-time Computing and Robotics (RCAR)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/RCAR54675.2022.9872295","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
In this paper, in order to improve the unexpected dynamic performance and input hysteresis of MEMS electromagnetic scanning micromirror (MEMS-ESM), a BP neural network PID control (BP-PID) scheme is adopted. Firstly, the BP-PID controller is designed, and since then PID parameters is self-adjusted by tracking error. Finally, the results of experiment show that the BP-PID control can improve the unexpected dynamic performance of the MEMS-ESM, with faster response speed and smaller tracking error.