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Efficient drone hijacking detection using onboard motion sensors

  • Zhiwei Feng
  • , Nan Guan
  • , Mingsong Lv
  • , Weichen Liu
  • , Qingxu Deng
  • , Xue Liu
  • , Wang Yi

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

The fast growth of civil drones raises significant security challenges. A legitimate drone may be hijacked by GPS spoofing for illegal activities, such as terrorist attacks. The target of this paper is to develop techniques to let drones detect whether they have been hijacked using onboard motion sensors (accelerometers and gyroscopes). Ideally, the linear acceleration and angular velocity measured by motion sensors can be used to estimate the position of a drone, which can be compared with the position reported by GPS to detect whether the drone has been hijacked. However, the position estimation by motion sensors is very inaccurate due to the significant error accumulation over time. In this paper, we propose a novel method to detect hijacking based on motion sensors measurements and GPS, which overcomes the accumulative error problem. The computational complexity of our method is very low, and thus is suitable to be implemented in the micro-controllers of drones. Experiments with a quad-rotor drone are conducted to show the effectiveness of the proposed method.

源语言英语
主期刊名Proceedings of the 2017 Design, Automation and Test in Europe, DATE 2017
出版商Institute of Electrical and Electronics Engineers Inc.
1414-1419
页数6
ISBN(电子版)9783981537093
DOI
出版状态已出版 - 11 5月 2017
已对外发布
活动20th Design, Automation and Test in Europe, DATE 2017 - Swisstech, Lausanne, 瑞士
期限: 27 3月 201731 3月 2017

出版系列

姓名Proceedings of the 2017 Design, Automation and Test in Europe, DATE 2017

会议

会议20th Design, Automation and Test in Europe, DATE 2017
国家/地区瑞士
Swisstech, Lausanne
时期27/03/1731/03/17

联合国可持续发展目标

此成果有助于实现下列可持续发展目标:

  1. 可持续发展目标 16 - 和平、正义和强大机构
    可持续发展目标 16 和平、正义和强大机构

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