Wenjie Cai, Xiye Guo, Kai Liu, Changshui Liu, Suyang Liu
{"title":"基于最快速下降法的快速收敛时间同步","authors":"Wenjie Cai, Xiye Guo, Kai Liu, Changshui Liu, Suyang Liu","doi":"10.1109/IAEAC54830.2022.9929834","DOIUrl":null,"url":null,"abstract":"As the application area of time synchronization technology becomes more and more extensive, people not only focus on the accuracy and stability of synchronization, but also start to pursue the speed of synchronization convergence. The digital phase locked loop (DPLL) model is used to achieve the slave clock synchronization with the master clock. The fastest descent method is proposed to reduce the convergence time, by optimizing the filter parameters of the DPLL adaptively. The simulation and experimental results demonstrate that the filter parameters optimization based on the fastest descent method significantly improve the synchronization accuracy and convergence speed of the time synchronization system, finally we achieve an accuracy of 58ps within $100s$ convergence time which compared to manually empirically parameters.","PeriodicalId":349113,"journal":{"name":"2022 IEEE 6th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC )","volume":"23 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Fast convergence time synchronization based on the most rapid descent method\",\"authors\":\"Wenjie Cai, Xiye Guo, Kai Liu, Changshui Liu, Suyang Liu\",\"doi\":\"10.1109/IAEAC54830.2022.9929834\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"As the application area of time synchronization technology becomes more and more extensive, people not only focus on the accuracy and stability of synchronization, but also start to pursue the speed of synchronization convergence. The digital phase locked loop (DPLL) model is used to achieve the slave clock synchronization with the master clock. The fastest descent method is proposed to reduce the convergence time, by optimizing the filter parameters of the DPLL adaptively. The simulation and experimental results demonstrate that the filter parameters optimization based on the fastest descent method significantly improve the synchronization accuracy and convergence speed of the time synchronization system, finally we achieve an accuracy of 58ps within $100s$ convergence time which compared to manually empirically parameters.\",\"PeriodicalId\":349113,\"journal\":{\"name\":\"2022 IEEE 6th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC )\",\"volume\":\"23 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-10-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 IEEE 6th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC )\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IAEAC54830.2022.9929834\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE 6th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC )","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IAEAC54830.2022.9929834","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Fast convergence time synchronization based on the most rapid descent method
As the application area of time synchronization technology becomes more and more extensive, people not only focus on the accuracy and stability of synchronization, but also start to pursue the speed of synchronization convergence. The digital phase locked loop (DPLL) model is used to achieve the slave clock synchronization with the master clock. The fastest descent method is proposed to reduce the convergence time, by optimizing the filter parameters of the DPLL adaptively. The simulation and experimental results demonstrate that the filter parameters optimization based on the fastest descent method significantly improve the synchronization accuracy and convergence speed of the time synchronization system, finally we achieve an accuracy of 58ps within $100s$ convergence time which compared to manually empirically parameters.