摘要
描述了一种基于立体视觉的移动机器人自主导航定位系统。该系统采用双目立体视觉完成环境特征的 3D信息提取 ,实时计算出机器人相对作业目标的位姿 (6D)关系 ,导引移动机器人控制系统按目标导向进行运动。系统在相对位姿计算中采用旋动(Screw)理论 ,将带约束的多变量函数的非线性优化问题转化为线性方程组的最小二乘问题 ,简化了计算复杂性。实验表明 ,这个导航定位系统在定位精度和数据处理速度上均可满足机器人导航的要求。
A new method for Robot Self-location Based on Stereovision System has been developed within two stages. In the first stage, stereo cameras calibration is performed. And in the second stage, the determination of robot's location and pose is carried out by the method that is based on screw theory. The efficiency of the proposed robot Self-location method is proved by experiments.
出处
《高技术通讯》
EI
CAS
CSCD
2001年第10期91-94,共4页
Chinese High Technology Letters
基金
国家 8 63计划 ( 863 5 12 980 4 16)
关键词
移动机器人
自主导航定位系统
立体视觉
旋动理论
Robot Self-location, Camera calibration, Determination of robot's location and pose, Screw theory
