Fadwa Saada, David Delouche, F. Kratz, K. Chabir, M. Abdelkrim
{"title":"利用最小二乘法对平面机器人2自由度模型的动力学参数进行辨识","authors":"Fadwa Saada, David Delouche, F. Kratz, K. Chabir, M. Abdelkrim","doi":"10.1109/ATSIP55956.2022.9805908","DOIUrl":null,"url":null,"abstract":"The designation of dynamic parameters of robots is generally based on the use of the inverse model which is linear with respect to the dynamic parameters to be identified. In order to obtain an undetermined system, this model is sampled while the robot is driven with exciting movements. The optimum solution is obtained using the least linear squares. Moreover, the identification is carried out in a closed loop due to the unstable double integrator character of the robots. This paper focuses on this technique and proposes an extension of this method which is applied to a robot with 2 degrees of freedom in the plane.","PeriodicalId":145369,"journal":{"name":"International Conference on Advanced Technologies for Signal and Image Processing","volume":"138 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Identification of the dynamic parameters of the planar robot model at 2 degrees of freedom using the least squares method\",\"authors\":\"Fadwa Saada, David Delouche, F. Kratz, K. Chabir, M. Abdelkrim\",\"doi\":\"10.1109/ATSIP55956.2022.9805908\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The designation of dynamic parameters of robots is generally based on the use of the inverse model which is linear with respect to the dynamic parameters to be identified. In order to obtain an undetermined system, this model is sampled while the robot is driven with exciting movements. The optimum solution is obtained using the least linear squares. Moreover, the identification is carried out in a closed loop due to the unstable double integrator character of the robots. This paper focuses on this technique and proposes an extension of this method which is applied to a robot with 2 degrees of freedom in the plane.\",\"PeriodicalId\":145369,\"journal\":{\"name\":\"International Conference on Advanced Technologies for Signal and Image Processing\",\"volume\":\"138 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1900-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Conference on Advanced Technologies for Signal and Image Processing\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ATSIP55956.2022.9805908\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Conference on Advanced Technologies for Signal and Image Processing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ATSIP55956.2022.9805908","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Identification of the dynamic parameters of the planar robot model at 2 degrees of freedom using the least squares method
The designation of dynamic parameters of robots is generally based on the use of the inverse model which is linear with respect to the dynamic parameters to be identified. In order to obtain an undetermined system, this model is sampled while the robot is driven with exciting movements. The optimum solution is obtained using the least linear squares. Moreover, the identification is carried out in a closed loop due to the unstable double integrator character of the robots. This paper focuses on this technique and proposes an extension of this method which is applied to a robot with 2 degrees of freedom in the plane.