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
[1]  
Angelino C. V., 2012, 2012 15th International Conference on Information Fusion (FUSION 2012), P735
[2]  
[Anonymous], J INTELLIGENT ROBOTI
[3]  
[Anonymous], 1990, BMVC, DOI DOI 10.5244/C.4.15
[4]  
[Anonymous], IEEE INT C ROB AUT
[5]  
[Anonymous], 2009, 2009 INT C ADV ROB
[6]  
[Anonymous], 2002, IEEE 3 INT C ROB AUT
[7]  
[Anonymous], AUTONOMOUS LANDING I
[8]   Linear pose estimation from points or lines [J].
Ansar, A ;
Daniilidis, K .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2003, 25 (05) :578-589
[9]   An introduction to inertial and visual sensing [J].
Corke, Peter ;
Lobo, Jorge ;
Dias, Jorge .
INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 2007, 26 (06) :519-535
[10]  
Cowling I., 2008, Towards autonomy of a quadrotor UAV. PhD thesis