Autonomous Robot Calibration for Hand-Eye Coordination

Abstract

Autonomous robot calibration is defined as the process of determining a robot's model by using only its internal sen sors. It is shown that autonomous calibration of a manip ulator and stereo camera system is possible. The pro posed autonomous calibration algorithm may obtain the manipulator kinematic parameters, external kinematic camera parameters, and internal camera parameters. To do this, only joint angle readings and camera image plane data are used. A condition for the identifiability of the manipulator/camera parameters is derived. The method is a generalization of a recently developed scheme for self- calibrating a manipulator by forming it into a mobile closed-loop kinematic chain.