Robustness Analysis of Mobile Robot Velocity Estimation Using a Regular Polygonal Array of Optical Mice
نویسنده
چکیده
This paper presents the robust localization of an omnidirectional mobile robot using a regular polygonal array of optical mice that are installed at the bottom of a mobile robot. First, the basic principle of the proposed localization scheme is explained. Second, the velocity kinematics from a mobile robot to an array of optical mice is derived as an overdetermined linear system. Third, for a given set of optical mouse readings, the least squares velocity estimation of a mobile robot is obtained as the simple average. Fourth, the robustness of the proposed least squares velocity estimation against measurement noise, partial malfunction, and imprecise installation is analyzed.
منابع مشابه
Robust Velocity Estimation of an Omnidirectional Mobile Robot Using a Polygonal Array of Optical Mice 713 Robust Velocity Estimation of an Omnidirectional Mobile Robot Using a Polygonal Array of Optical Mice
This paper presents the robust velocity estimation of an omnidirectional mobile robot using a polygonal array of optical mice that are installed at the bottom of the mobile robot. First, the velocity kinematics from a mobile robot to an array of optical mice is derived as an overdetermined linear system. The least squares velocity estimate of a mobile robot is then obtained, which becomes the s...
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