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Analytical modeling and multi-objective optimization (MOO) of slippage for wheeled mobile robot (WMR) in rough terrain
  • ISSN号:1000-0801
  • 期刊名称:《电信科学》
  • 时间:0
  • 分类:TP242[自动化与计算机技术—控制科学与工程;自动化与计算机技术—检测技术与自动化装置] O224[理学—运筹学与控制论;理学—数学]
  • 作者机构:[1]College of Mechanical and Electrical Engineering,Harbin Engineering University, Harbin 150001, China
  • 相关基金:Project(60775060) supported by the National Natural Science Foundation of China; Project(F200801) supported by the Natural Science Foundation of Heilongjiang Province, China; Project(200802171053, 20102304110006) supported by the Specialized Research Fund for the Doctoral Program of Higher Education of China; Project(2012RFXXG059) supported by Harbin Science and Technology Innovation Talents Special Fund, China
中文摘要:

Good understanding of relationship between parameters of vehicle,terrain and interaction at the interface is required to develop effective navigation and motion control algorithms for autonomous wheeled mobile robots(AWMR) in rough terrain.A model and analysis of relationship among wheel slippage(S),rotation angle(θ),sinkage(z) and wheel radius(r) are presented.It is found that wheel rotation angle,sinkage and radius have some influence on wheel slippage.A multi-objective optimization problem with slippage as utility function was formulated and solved in MATLAB.The results reveal the optimal values of wheel-terrain parameters required to achieve optimum slippage on dry sandy terrain.A method of slippage estimation for a five-wheeled mobile robot was presented through comparing the odometric measurements of the powered wheels with those of the fifth non-powered wheel.The experimental result shows that this method is feasible and can be used for online slippage estimation in a sandy terrain.

英文摘要:

Good understanding of relationship between parameters of vehicle, terrain and interaction at the interface is required to develop effective navigation and motion control algorithms for autonomous wheeled mobile robots (AWMR) in rough terrain. A model and analysis of relationship among wheel slippage (S), rotation angle (0), sinkage (z) and wheel radius (r) are presented. It is found that wheel rotation angle, sinkage and radius have some influence on wheel slippage. A multi-objective optimization problem with slippage as utility function was formulated and solved in MATLAB. The results reveal the optimal values of wheel-terrain parameters required to achieve optimum slippage on dry sandy terrain. A method of slippage estimation for a five-wheeled mobile robot was presented through comparing the odometric measurements of the powered wheels with those of the fifth non-powered wheel. The experimental result shows that this method is feasible and can be used for online slippage estimation in a sandy terrain.

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期刊信息
  • 《电信科学》
  • 北大核心期刊(2011版)
  • 主管单位:中国科学技术协会
  • 主办单位:中国通信学会 人民邮电出版社
  • 主编:韦乐平
  • 地址:北京市丰台区成寿寺路11号邮电出版大厦8层
  • 邮编:100078
  • 邮箱:dxkx@ptpress.com.cn
  • 电话:010-81055443
  • 国际标准刊号:ISSN:1000-0801
  • 国内统一刊号:ISSN:11-2103/TN
  • 邮发代号:2-397
  • 获奖情况:
  • 获第二届全国优秀科技期刊评比三等奖(1997年),获中国科协优秀科技期刊二等奖(1997年),在第四次邮电科技期刊质量检查评比中荣获优秀科技...,国家新闻出版总署将《电信科学》列为“中国期刊方...,获第三届中国科技优秀科技期刊奖三等奖(2002年),在第五次通信行业科技期刊质量检查评比中荣获优秀...,在第六次通信行业科技期刊质量检查评比中荣获优秀...,2008年再次入选《中文核心期刊要目总览》,2009年入选中国科技论文统计
  • 国内外数据库收录:
  • 美国剑桥科学文摘,英国科学文摘数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国北大核心期刊(2000版)
  • 被引量:12435