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Monocular vision and IMU based navigation for a small unmanned helicopter

  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Focusing on the problem of autonomous flight for a small unmanned helicopter in GPS-denied environments, this paper proposes a navigation system which combines monocular visual and inertial measurements. The homography based visual odometry, as well as the inertial measurement from an IMU, can estimate the motion of a small unmanned helicopter. An extended Kalman filter is used to fuse the estimations of both visual and inertial sensors to provide the available navigation data. Finally, the effectiveness of this system is verified by real experiments. The Vision/IMU navigation has almost the same performance as the traditional GPS/IMU navigation.

源语言英语
主期刊名Proceedings of the 2012 7th IEEE Conference on Industrial Electronics and Applications, ICIEA 2012
1694-1699
页数6
DOI
出版状态已出版 - 2012
活动2012 7th IEEE Conference on Industrial Electronics and Applications, ICIEA 2012 - Singapore, 新加坡
期限: 18 7月 201220 7月 2012

出版系列

姓名Proceedings of the 2012 7th IEEE Conference on Industrial Electronics and Applications, ICIEA 2012

会议

会议2012 7th IEEE Conference on Industrial Electronics and Applications, ICIEA 2012
国家/地区新加坡
Singapore
时期18/07/1220/07/12

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