MPC controlled Multirotor with suspended slung Load: System Architecture and Visual Load Detection

被引:0
|
作者
Zurn, Markus [1 ]
McFadyen, Aaron [2 ]
Morton, Kye [2 ]
Notter, Stefan [3 ]
Heckmann, Alexander [4 ]
Gonzalez, Felipe [2 ]
机构
[1] Univ Stuttgart, Queensland Univ Technol, Australian Res Ctr Aerosp Automat, 22 Boronia Rd, Brisbane Airport, Qld 4009, Australia
[2] Queensland Univ Technol, Australian Res Ctr Aerosp Automat, 22 Boronia Rd, Brisbane Airport, Qld 4009, Australia
[3] Inst Flight Mech & Flight Controlling iFR, Pfaffenwaldring 27, D-70569 Stuttgart, Germany
[4] Univ Stuttgart, Stuttgart, Germany
关键词
D O I
暂无
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
There is an increased interest in the use of Unmanned Aerial Vehicles for load transportation from environmental remote sensing to construction and parcel delivery. One of the main challenges is accurate control of the load position and trajectory. This paper presents an assessment of real flight trials for the control of an autonomous multi-rotor with a suspended slung load using only visual feedback to determine the load position. This method uses an onboard camera to take advantage of a common visual marker detection algorithm to robustly detect the load location. The load position is calculated using an onboard processor, and transmitted over a wireless network to a ground station integrating MATLAB/SIMULINK and Robotic Operating System (ROS) and a Model Predictive Controller (MPC) to control both the load and the UAV. To evaluate the system performance, the position of the load determined by the visual detection system in real flight is compared with data received by a motion tracking system. The multi-rotor position tracking performance is also analyzed by conducting flight trials using perfect load position data and data obtained only from the visual system. Results show very accurate estimation of the load position (similar to 5% Offset) using only the visual system and demonstrate that the need for an external motion tracking system is not needed for this task.
引用
收藏
页数:11
相关论文
共 50 条
  • [41] Model predictive control for a multi-body slung-load system
    Tartaglione, Gaetano
    D'Amato, Egidio
    Ariola, Marco
    Rossi, Pierluigi Salvo
    Johansen, Tor Arne
    ROBOTICS AND AUTONOMOUS SYSTEMS, 2017, 92 : 1 - 11
  • [42] Adaptive control with unknown mass estimation for a quadrotor-slung-load system
    Yu, Gan
    Xie, Wei
    Cabecinhas, David
    Cunha, Rita
    Silvestre, Carlos
    ISA TRANSACTIONS, 2023, 133 : 412 - 423
  • [43] Correction to: Evaluation of an advanced slung load control system for piloted cargo operations
    Daniel Nonnenmacher
    Hyun-Min Kim
    CEAS Aeronautical Journal, 2021, 12 (4) : 941 - 941
  • [44] Path-following control for an unmanned aerial vehicle slung load system
    Al Lawati, Mohamed
    Lynch, Alan F.
    INTERNATIONAL JOURNAL OF CONTROL, 2024, 97 (11) : 2467 - 2481
  • [45] Visual Servo Tracking Control of Quadrotor with a Cable Suspended Load
    Jia, Erping
    Chen, Haoyao
    Li, Yanjie
    Lou, Yunjiang
    Liu, Yunhui
    COMPUTER VISION SYSTEMS, ICVS 2017, 2017, 10528 : 72 - 85
  • [46] Load swing suppression of quadrotor slung system based on improved command shaping
    Huo X.
    Liu Q.-Q.
    Li C.-X.
    Kongzhi yu Juece/Control and Decision, 2021, 36 (08): : 1947 - 1954
  • [47] Visual Working Memory Impairs Visual Detection: A Function of Working Memory Load or Sensory Load?
    Guo, Yang
    Liang, Jiawen
    Yao, Nailang
    Shen, Mowei
    Gao, Zaifeng
    JOURNAL OF EXPERIMENTAL PSYCHOLOGY-HUMAN PERCEPTION AND PERFORMANCE, 2021, 47 (12) : 1659 - 1672
  • [48] A Planar Experimental Remote-Controlled Helicopter With a Suspended Load
    Potter, James J.
    Adams, Christopher J.
    Singhose, William
    IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2015, 20 (05) : 2496 - 2503
  • [49] Turbidity-controlled sampling for suspended sediment load estimation
    Lewis, J
    EROSION AND SEDIMENT TRANSPORT MEASUREMENT IN RIVERS: TECHNOLOGICAL AND METHODOLOGICAL ADVANCES, 2003, (283): : 13 - 20
  • [50] Handling qualities evaluation of an automatic slung load stabilization system for rescue hoist operations
    Nonnenmacher D.
    Jones M.
    CEAS Aeronautical Journal, 2016, 7 (04) : 587 - 606