High-precision Calibration of Camera and IMU on Manipulator for Bio-inspired Robotic System

被引:0
作者
Yinlong Zhang
Wei Liang
Sichao Zhang
Xudong Yuan
Xiaofang Xia
Jindong Tan
Zhibo Pang
机构
[1] Shenyang Institute of Automation,State Key Laboratory of Robotics
[2] Chinese Academy of Sciences,Key Laboratory of Networked Control Systems
[3] Chinese Academy of Sciences,Institutes for Robotics and Intelligent Manufacturing
[4] Chinese Academy of Sciences,The School of Computer Science and Technology
[5] Xidian University,Department of Mechanical, Aerospace and Biomedical Engineering
[6] University of Tennessee,Department of Automation Technology
[7] ABB Corporate Research Sweden,undefined
来源
Journal of Bionic Engineering | 2022年 / 19卷
关键词
Bio-inspired robotic system; Monocular camera; IMU; Manipulator; Calibration;
D O I
暂无
中图分类号
学科分类号
摘要
Inspired by box jellyfish that has distributed and complementary perceptive system, we seek to equip manipulator with a camera and an Inertial Measurement Unit (IMU) to perceive ego motion and surrounding unstructured environment. Before robot perception, a reliable and high-precision calibration between camera, IMU and manipulator is a critical prerequisite. This paper introduces a novel calibration system. First, we seek to correlate the spatial relationship between the sensing units and manipulator in a joint framework. Second, the manipulator moving trajectory is elaborately designed in a spiral pattern that enables full excitations on yaw–pitch–roll rotations and x–y–z translations in a repeatable and consistent manner. The calibration has been evaluated on our collected visual inertial-manipulator dataset. The systematic comparisons and analysis indicate the consistency, precision and effectiveness of our proposed calibration method.
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收藏
页码:299 / 313
页数:14
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