Vision Based Autonomous Landing of Multirotor UAV on Moving Platform

被引:131
作者
Araar, Oualid [1 ]
Aouf, Nabil [1 ]
Vitanov, Ivan [1 ]
机构
[1] Cranfield Univ, Ctr Elect Warfare, Shrivenham SN6 8LA, England
关键词
Autonomous landing; Multirotor UAVs; Visual-inertial data fusion; Ground vehcile tracking; POSE ESTIMATION;
D O I
10.1007/s10846-016-0399-z
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper investigates solutions for the fundamental yet challenging problem of autonomous landing of multirotor Unammaned Aerial Vehicles UAVs. In addition to landing on static targets, tracking and landing on a moving platform is addressed, as a solution to facilitate the deployment of the UAV. The paper presents the design of a new landing pad and its relative pose estimation. The fusion of inertial measurement with the estimated pose is considered to ensure a high sampling rate, and to increase the manoeuvrability of the vehicle. Two filters are designed to conduct the fusion, an Extended Kalman Filter (EKF) and an Extended H-a (EHa). The extensive simulation and practical tests permitted identification of the challenges of the landing task. Adequate solutions to these challenges are proposed to lessen their impact on landing precision.
引用
收藏
页码:369 / 384
页数:16
相关论文
共 26 条
[21]   Automated Vision-based Recovery of a Rotary Wing Unmanned Aerial Vehicle onto a Moving Platform [J].
Richardson, Thomas S. ;
Jones, Chris G. ;
Likhoded, Alexey ;
Sparks, Ed ;
Jordan, Andrew ;
Cowling, Ian ;
Willcox, Simon .
JOURNAL OF FIELD ROBOTICS, 2013, 30 (05) :667-684
[22]   Visually guided landing of an unmanned aerial vehicle [J].
Saripalli, S ;
Montgomery, JF ;
Sukhatme, GS .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 2003, 19 (03) :371-380
[23]   Robust pose estimation from a planar target [J].
Schweighofer, Gerald ;
Pinz, Axel .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2006, 28 (12) :2024-2030
[24]   Efficient Iterative Pose Estimation using an Invariant to Rotations [J].
Tahri, Omar ;
Araujo, Helder ;
Mezouar, Youcef ;
Chaumette, Francois .
IEEE TRANSACTIONS ON CYBERNETICS, 2014, 44 (02) :199-207
[25]   Automatic Take Off, Tracking and Landing of a Miniature UAV on a Moving Carrier Vehicle [J].
Wenzel, Karl Engelbert ;
Masselli, Andreas ;
Zell, Andreas .
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2011, 61 (1-4) :221-238
[26]   An Onboard Monocular Vision System for Autonomous Takeoff, Hovering and Landing of a Micro Aerial Vehicle [J].
Yang, Shaowu ;
Scherer, Sebastian A. ;
Zell, Andreas .
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2013, 69 (1-4) :499-515