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一种基于指数积的串联机器人标定方法
A Calibration Method for Serial Robots Based on POE Formula
查看参考文献11篇
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文摘
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给出了一种基于指数积公式的串联机器人运动学参数标定方法。根据关节旋量坐标的理论值和实际值之间的伴随变换关系将指数积公式改写成包含有关节约束条件的等价形式。对运动学方程取微分得到末端执行器误差与关节旋量误差及零位旋量误差间的线性化模型。给出一种基于最小二乘法的串联机器人运动学参数标定模型,并通过伴随变换的方法实现运动学参数识别过程中关节旋量坐标的更新。一种6自由度串联机器人的标定仿真实验表明参数标定过程能够快速地收敛到稳定值,标定结果能有效地补偿末端执行器的位姿误差。 |
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其他语种文摘
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A kinematics parameter calibration method for serial robots based on the product of exponential (POE) formula is presented. According to the adjoint transformation between the theoretical value and actual value of joint twists, the POE formula is transformed into an equivalent form including the joint constraints. A linearized model describing the relationship between the errors in the end-effector and the errors in the joint twists and in the zero position twist, is obtained by differentiating the kinematics equation. A least-squares kinematics calibration model for serial robots is given and the joint twists are updated through the adjoint transformation in the kinematic parameters identification procedure. A calibration simulation experiment with a 6-DOF (degree of freedom) serial robot shows that the calibration process can quickly converge to the stable values and the calibration result can compensate for the pose errors in the end-effector effectively. |
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来源
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机器人
,2013,35(2):156-161 【核心库】
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DOI
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10.3724/sp.j.1218.2013.00156
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关键词
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串联机器人
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指数积
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参数标定
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地址
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中国科学院沈阳自动化研究所, 机器人学国家重点实验室, 辽宁, 沈阳, 110016
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语种
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中文 |
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文献类型
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研究性论文 |
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ISSN
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1002-0446 |
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学科
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自动化技术、计算机技术 |
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基金
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国家863计划
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国家自然科学基金资助项目
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中国科学院沈阳自动化研究所机器人学重点实验室基金
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文献收藏号
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CSCD:4788722
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参考文献 共
11
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