{"title":"平面情况下球面机器人的神经网络运动控制","authors":"N. V. Nor","doi":"10.3103/S0027133022060036","DOIUrl":null,"url":null,"abstract":"<p>A plane model of a spherical robot containing a platform with a wheel is considered. Dynamic equations are derived for this robot and some assumptions concerning these equations are also discussed. A control is proposed using a multilayer neural network.</p>","PeriodicalId":710,"journal":{"name":"Moscow University Mechanics Bulletin","volume":"77 6","pages":"170 - 176"},"PeriodicalIF":0.3000,"publicationDate":"2023-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Neural Network Motion Control of a Spherical Robot in Planar Case\",\"authors\":\"N. V. Nor\",\"doi\":\"10.3103/S0027133022060036\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>A plane model of a spherical robot containing a platform with a wheel is considered. Dynamic equations are derived for this robot and some assumptions concerning these equations are also discussed. A control is proposed using a multilayer neural network.</p>\",\"PeriodicalId\":710,\"journal\":{\"name\":\"Moscow University Mechanics Bulletin\",\"volume\":\"77 6\",\"pages\":\"170 - 176\"},\"PeriodicalIF\":0.3000,\"publicationDate\":\"2023-02-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Moscow University Mechanics Bulletin\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://link.springer.com/article/10.3103/S0027133022060036\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"MECHANICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Moscow University Mechanics Bulletin","FirstCategoryId":"1085","ListUrlMain":"https://link.springer.com/article/10.3103/S0027133022060036","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"MECHANICS","Score":null,"Total":0}
Neural Network Motion Control of a Spherical Robot in Planar Case
A plane model of a spherical robot containing a platform with a wheel is considered. Dynamic equations are derived for this robot and some assumptions concerning these equations are also discussed. A control is proposed using a multilayer neural network.
期刊介绍:
Moscow University Mechanics Bulletin is the journal of scientific publications, reflecting the most important areas of mechanics at Lomonosov Moscow State University. The journal is dedicated to research in theoretical mechanics, applied mechanics and motion control, hydrodynamics, aeromechanics, gas and wave dynamics, theory of elasticity, theory of elasticity and mechanics of composites.