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具有预定义机械接口的视觉/惯性集成系统的外部参数校准方法

Extrinsic Parameter Calibration Method for a Visual/Inertial Integrated System with a Predefined Mechanical Interface.

作者信息

Ouyang Chenguang, Shi Shuai, You Zheng, Zhao Kaichun

机构信息

State Key Laboratory of Precision Measurement Technology and Instruments, Tsinghua University, Beijing 100084, China.

Astronaut Center of China, Beijing 100094, China.

出版信息

Sensors (Basel). 2019 Jul 12;19(14):3086. doi: 10.3390/s19143086.

Abstract

For a visual/inertial integrated system, the calibration of extrinsic parameters plays a crucial role in ensuring accurate navigation and measurement. In this work, a novel extrinsic parameter calibration method is developed based on the geometrical constraints in the object space and is implemented by manual swing. The camera and IMU frames are aligned to the system body frame, which is predefined by the mechanical interface. With a swinging motion, the fixed checkerboard provides constraints for calibrating the extrinsic parameters of the camera, whereas angular velocity and acceleration provides constraints for calibrating the extrinsic parameters of the IMU. We exploit the complementary nature of both the camera and IMU, of which the latter assists in the checkerboard corner detection and correction while the former suppresses the effects of IMU drift. The results of the calibration experiment reveal that the extrinsic parameter accuracy reaches 0.04° for each Euler angle and 0.15 mm for each position vector component (1σ).

摘要

对于视觉/惯性集成系统,外部参数的校准在确保精确导航和测量方面起着至关重要的作用。在这项工作中,基于目标空间中的几何约束开发了一种新颖的外部参数校准方法,并通过手动摆动来实现。相机和惯性测量单元(IMU)坐标系与由机械接口预先定义的系统本体坐标系对齐。通过摆动运动,固定的棋盘格为校准相机的外部参数提供约束,而角速度和加速度为校准IMU的外部参数提供约束。我们利用相机和IMU的互补特性,其中后者有助于棋盘格角点检测和校正,而前者抑制IMU漂移的影响。校准实验结果表明,每个欧拉角的外部参数精度达到0.04°,每个位置向量分量的精度达到0.15毫米(1σ)。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fb5/6679094/8c8db0992f70/sensors-19-03086-g001.jpg

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