Vision Based Robust Autonomous Landing of a Quadrotor on a Moving Target

被引:0
|
作者
Gautam, Alvika [1 ]
Sujit, P. B. [1 ]
Saripalli, Srikanth [2 ]
机构
[1] IIIT Delhi, Delhi, India
[2] Texas A&M, Dept Mech Engn, College Stn, TX USA
基金
英国工程与自然科学研究理事会;
关键词
Autonomous landing; Guidance; Computer vision; Robustness;
D O I
10.1007/978-3-030-33950-0_9
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
Autonomous landing is the most difficult maneuver in a quadrotor mission because of challenges such as external disturbances and localization error, both of which cause deviation from the desired trajectory and may result in a crash. In this paper, we present a guidance framework that allows a multirotor to land on a moving target accurately. The framework utilizes onboard vision to detect and estimate the landing target parameters. We then analyze the effects of environmental disturbances, and abrupt changes in the motion of the landing target to allow us to investigate them from a computer vision perspective. This will aid in development of a robust autonomous landing strategy for a moving target. We present robustness results through outdoor hardware experiments.
引用
收藏
页码:96 / 105
页数:10
相关论文
共 50 条
  • [31] Towards Autonomous Tracking and Landing on Moving Target
    Xu, Lingyun
    Luo, Haibo
    2016 IEEE INTERNATIONAL CONFERENCE ON REAL-TIME COMPUTING AND ROBOTICS (IEEE RCAR), 2016, : 620 - 625
  • [32] Fast Autonomous Landing on a Moving Target at MBZIRC
    Beul, Marius
    Houben, Sebastian
    Nieuwenhuisen, Matthias
    Behnke, Sven
    2017 EUROPEAN CONFERENCE ON MOBILE ROBOTS (ECMR), 2017,
  • [33] Path Planning and Control of a Quadrotor Landing on a Ground Moving Target
    Wang, Ningyuan
    Yao, Yu
    He, Fenghua
    Hao, Ning
    PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, : 6264 - 6269
  • [34] Autonomous landing of a quadrotor on a moving platform using motion capture system
    Qassab, Ayman
    Khan, Muhammad Umer
    Irfanoglu, Bulent
    DISCOVER APPLIED SCIENCES, 2024, 6 (06)
  • [35] Real-Time Performance Comparison of Vision-Based Autonomous Landing of Quadcopter on a Ground Moving Target
    Kumar, Amit
    IETE JOURNAL OF RESEARCH, 2023, 69 (08) : 5455 - 5472
  • [36] Autonomous landing solution of low-cost quadrotor on a moving platform
    Qi, Yuhua
    Jiang, Jiaqi
    Wu, Jin
    Wang, Jianan
    Wang, Chunyan
    Shan, Jiayuan
    ROBOTICS AND AUTONOMOUS SYSTEMS, 2019, 119 : 64 - 76
  • [37] Dynamic Landing of an Autonomous Quadrotor on a Moving Platform in Turbulent Wind Conditions
    Paris, Aleix
    Lopez, Brett T.
    How, Jonathan P.
    2020 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2020, : 9577 - 9583
  • [38] Autonomous Landing of a Quadrotor on a Moving Platform via Model Predictive Control
    Guo, Kaiyang
    Tang, Pan
    Wang, Hui
    Lin, Defu
    Cui, Xiaoxi
    AEROSPACE, 2022, 9 (01)
  • [39] Vision based Autonomous Landing of an Unmanned Aerial Vehicle on a Stationary Target
    Sudevan, Vidya
    Shukla, Amit
    Karki, Hamad
    2017 17TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS), 2017, : 362 - 367
  • [40] Autonomous Vision-based Target Detection and Safe Landing for UAV
    Mohammed Rabah
    Ali Rohan
    Muhammad Talha
    Kang-Hyun Nam
    Sung Ho Kim
    International Journal of Control, Automation and Systems, 2018, 16 : 3013 - 3025