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Using Full Pose Measurement for Serial Robot Calibration

Marek Franaszek, Jeremy A. Marvel

发表年份
2022
引用次数
3
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摘要

To ensure smooth robot operations, parameters of its kinematic model and a registration transformation between robot base and world coordinate frame must be determined. Both tasks require data acquired by external sensors that can measure either 3D locations or full 6D poses. We show that use of full pose measurements leads to much smaller robot orientation errors when compared with the outcome of calibration and registration procedures based on 3D data only. Robot position errors are comparable for both types of data. The conclusion is based on extensive simulations of 7 degrees of freedom robot arm and different levels of pseudo-noise perturbing both positional and rotational components of pose.

关键词

Computer visionArtificial intelligenceRobot calibrationRobotComputer scienceOrientation (vector space)CalibrationKinematicsPoseBase (topology)

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