Wenfeng Li, Jing Zhao, Zhongchao Liang, P. Wong, Z. Xie, Yongfu Wang
{"title":"基于道路频率范围的车辆车道保持系统驾驶员辅助模糊控制","authors":"Wenfeng Li, Jing Zhao, Zhongchao Liang, P. Wong, Z. Xie, Yongfu Wang","doi":"10.1109/IAI55780.2022.9976782","DOIUrl":null,"url":null,"abstract":"This paper proposes a robust driver assistance fuzzy control method for vehicle lane keeping systems based on the road frequency range. First of all, taking the varying velocity, uncertain mass and time delay into account, a Takagi-Sugeno fuzzy model is constructed to approximate the global driver-vehicle-road system. Then, considering that the road curvature frequency usually belongs to a certain range, a finite frequency specification is employed to concern the fuzzy control problem of lane-keeping assistance systems. Moreover, based on the Lyapunov stability theory and the finite frequency specification, a set of sufficient conditions in the form of linear matrix inequalities are presented for the computation of desired controllers. Finally, the effectiveness of the proposed method is illustrated by simulations.","PeriodicalId":138951,"journal":{"name":"2022 4th International Conference on Industrial Artificial Intelligence (IAI)","volume":"43 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Driver Assistance Fuzzy Control for Vehicle Lane Keeping Systems Based on Road Frequency Range\",\"authors\":\"Wenfeng Li, Jing Zhao, Zhongchao Liang, P. Wong, Z. Xie, Yongfu Wang\",\"doi\":\"10.1109/IAI55780.2022.9976782\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper proposes a robust driver assistance fuzzy control method for vehicle lane keeping systems based on the road frequency range. First of all, taking the varying velocity, uncertain mass and time delay into account, a Takagi-Sugeno fuzzy model is constructed to approximate the global driver-vehicle-road system. Then, considering that the road curvature frequency usually belongs to a certain range, a finite frequency specification is employed to concern the fuzzy control problem of lane-keeping assistance systems. Moreover, based on the Lyapunov stability theory and the finite frequency specification, a set of sufficient conditions in the form of linear matrix inequalities are presented for the computation of desired controllers. Finally, the effectiveness of the proposed method is illustrated by simulations.\",\"PeriodicalId\":138951,\"journal\":{\"name\":\"2022 4th International Conference on Industrial Artificial Intelligence (IAI)\",\"volume\":\"43 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-08-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 4th International Conference on Industrial Artificial Intelligence (IAI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IAI55780.2022.9976782\",\"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 4th International Conference on Industrial Artificial Intelligence (IAI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IAI55780.2022.9976782","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Driver Assistance Fuzzy Control for Vehicle Lane Keeping Systems Based on Road Frequency Range
This paper proposes a robust driver assistance fuzzy control method for vehicle lane keeping systems based on the road frequency range. First of all, taking the varying velocity, uncertain mass and time delay into account, a Takagi-Sugeno fuzzy model is constructed to approximate the global driver-vehicle-road system. Then, considering that the road curvature frequency usually belongs to a certain range, a finite frequency specification is employed to concern the fuzzy control problem of lane-keeping assistance systems. Moreover, based on the Lyapunov stability theory and the finite frequency specification, a set of sufficient conditions in the form of linear matrix inequalities are presented for the computation of desired controllers. Finally, the effectiveness of the proposed method is illustrated by simulations.