无人机航迹规划常用算法综述
来源:尖兵之翼
|
作者: 王 琼 刘美万 任伟建 王天任
|
发布时间: 2021-03-10
|
39555 次浏览
|
分享到:
为促进航迹规划技术的发展, 对航迹规划常用算法进行综述。首先对航迹规划的规划思想和构成进行分析;其次将航迹规划算法分为传统经典算法和现代智能算法两大类, .....
4 结 语
在无人机航迹规划技术日益成熟的今天, 如何在现有技术的基础上不断改进完善, 扩大无人机的应用领域, 实现智能快速实时、 利于工程实现的高维空间航迹规划, 提高无人机的生存能力和完成任务的效率, 是广大学者们仍需要重点研究的问题。
参考文献:
[1] 郑昌文, 严平, 丁明跃, 等. 飞行器航迹规划研究现状与趋势 [J] . 宇航学报, 2007, 28(6): 7-12.
ZHENG Changwen, YAN Ping, DING Mingyue, et al. Research Status and Trend of Route Planning for Flying Vehicles [J] . Journal of Astronautics, 2007, 28(6): 7-12.
[2] 韩攀, 陈谋, 陈哨东, 等. 基于改进蚁群算法的无人机航迹规划 [J] . 吉林大学学报:信息科学版, 2013, 31(1): 66-72.
HAN Pan, CHEN Mou, CHEN Shaodong, et al. UAV Track Planning Based on Improved Ant Colony Algorithm [J] . Journal of Jilin University:Information Science Edition, 2013, 31(1): 66-72.
[3] 王维平, 刘娟. 无人飞行器航迹规划方法综述 [J] . 飞行力学, 2010, 28(2): 6-10.
WANG Weiping, LIU Juan. A Summary of UAV Track Planning Methods [J] . Flight Dynamics, 2010, 28(2): 6-10.
[4] 聂俊岚, 张庆杰, 王艳芬. 基于加权Voronoi图的无人飞行器航迹规划 [J] . 飞行力学, 2015, 33(4): 339-343.
NIE Junlan, ZHANG Qingjie, WANG Yanfen. Flight Path Planning of UAV Based on Weighted Voronoi Diagram [J] . Flight Dynamics, 2015, 33(4): 339-343.
[5] MEDEIROS F L L, SILVA J D S D. Computational Modeling for Automatic Path Planning Based on Evaluations of the Effects of Impacts of UAVs on the Ground [J] . Journal of Intelligent & Robotic Systems, 2011, 61(1): 181-202.
[6] YAN F, LIU Y S, XIAO J Z. Path Planning in Complex 3D Environments Using a Probabilistic Roadmap Method [J] . International Journal of Automation and Computing, 2013, 10(6): 525-533.
[7] 李世晓, 朱凡, 张健, 等. 改进A*算法的多约束航迹规划 [J] . 电光与控制, 2014, 21(7): 36-40.
LI Shixiao, ZHU Fan, ZHANG Jian, et al. Improved Multi-Constraint Track Planning for A* Algorithm [J] . Electro-Optics and Control, 2014, 21(7): 36-40.
[8] 程琪, 荆涛, 于志游. 利用三次样条改进蚁群算法的无人机航路规划 [J] . 计算机测量与控制, 2016, 24(8): 272-274.
CHENG Qi, JING Tao, YU Zhiyou. UAV Route Planning Using Cubic Spline Improved Ant Colony Algorithm [J] . Computer Measurement & Control, 2016, 24(8): 272-274.
[9] SAHINGOZ O K. Generation of Bezier Curve-Based Flyable Trajectories for Multi-UAV Systems with Parallel Genetic Algorithm [J] . Journal of Intelligent & Robotic Systems, 2014, 74(1/2): 499-511.