Obstacle Avoidance Algorithm for UAVs in Unknown Environment based on Distributional Perception and Decision Making

被引:0
作者
Xu, Zhuofan [1 ]
Wei, Ruixuan [1 ]
Zhang, Qirui [1 ]
Zhou, Kai [1 ]
He, Renke [1 ]
机构
[1] Air Force Engn Univ Aeronaut & Astronaut Coll, Xian 710038, Peoples R China
来源
2016 IEEE CHINESE GUIDANCE, NAVIGATION AND CONTROL CONFERENCE (CGNCC) | 2016年
关键词
UAV; Obstacle avoidance; Distributional perception and decision making; REACTIVE COLLISION-AVOIDANCE;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Guaranteeing the flight with safety and efficiency for UAVs in unknown environment is one of the most important problems for researchers. In this paper, a novel obstacle avoidance algorithm for UAVs in unknown environment based on distributional perception and decision making is proposed, where the obstacle avoidance problem is divided into two parts: distributional decision making and global decision making. The global optimal obstacle avoidance path is get with mission completed safely at last. The simulation shows the algorithm proposed is capable of solving the obstacle avoidance problem for UAVs in the unknown environment and is valuable to improve the perception and decision making ability of UAVs.
引用
收藏
页码:1072 / 1075
页数:4
相关论文
共 18 条
  • [1] Amin J. N., 2006, AIAA GUID NAV CONTR
  • [2] [Anonymous], 2013, INTEGRATION CIVIL UA
  • [3] Reactive Collision Avoidance of Unmanned Aerial Vehicles Using a Single Vision Sensor
    Choi, Hyunjin
    Kim, Youdan
    Hwang, Inseok
    [J]. JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 2013, 36 (04) : 1234 - 1240
  • [4] Desilles A, 2012, AIAA GUID NAV CONTR
  • [5] Vision-Based Obstacle Avoidance of Wheeled Robots Using Fast Estimation
    Dippold, Amanda
    Ma, Lili
    Hovakimyan, Naira
    [J]. JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 2009, 32 (06) : 1931 - 1937
  • [6] Duan H., 2013, IEEE COMP INT MAG, P16
  • [7] Eby M. S., 1994, Lincoln Laboratory Journal, V7, P239
  • [8] GHOSH R, 2000, P AM CONTR C CHIC IL
  • [9] Liu Chongyang., 2010, SHIP ELECT ENG, V30, P19
  • [10] Reactive Collision Avoidance Using Nonlinear Geometric and Differential Geometric Guidance
    Mujumdar, Anusha
    Padhi, Radhakant
    [J]. JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 2011, 34 (01) : 303 - 311