Adaptive Output-Feedback Image-Based Visual Servoing for Quadrotor Unmanned Aerial Vehicles

被引:38
|
作者
Xie, Hui [1 ]
Lynch, Alan E. [2 ]
Low, Kin Huat [3 ]
Mao, Shixin [4 ,5 ]
机构
[1] Western Sydney Univ, Sch Comp Engn & Math, Penrith, NSW 2751, Australia
[2] Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB T6G 1H9, Canada
[3] Nanyang Technol Univ, Sch Mech & Aerosp Engn, Singapore 639798, Singapore
[4] Nanyang Technol Univ, Sch Mech & Aerosp Engn, Singapore 63978, Singapore
[5] Nanjing Univ Aeronaut & Astronaut, Shenzhen Inst, Shenzhen 518057, Peoples R China
基金
美国国家科学基金会;
关键词
Cameras; Output feedback; Vehicle dynamics; Visual servoing; Force; Aerodynamics; Unmanned aerial vehicles; Image-based visual servoing (IBVS); output-feedback control; unmanned aerial vehicles (UAVs); TRACKING CONTROL; MOMENTS;
D O I
10.1109/TCST.2019.2892034
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This brief presents an adaptive output feedback image-based visual servoing (IBVS) law for a quadrotor unmanned aerial vehicle. The control objective is to regulate the relative 3-D position and yaw of the vehicle to a planar horizontal visual target consisting of multiple points. The control is implemented using a minimal number of commonly available low-cost on-board sensors including a strapdown inertial measurement unit and a monocular camera. The IBVS method relies on moment image features which are defined using a virtual camera. Output feedback introduces a filter to the control which removes the common requirement for linear velocity measurement. The method is adaptive and compensates for a constant force disturbance appearing the translational dynamics and parameter uncertainty in thrust constant, desired feature depth, and mass. Exponential stability of the outer loop and combined inner-outer closed-loop error dynamics is proven. Flight tests demonstrate the proposed method's motion control performance and its ability to compensate parametric uncertainty and reject constant force disturbances.
引用
收藏
页码:1034 / 1041
页数:8
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