大连海事大学学报 >
2022 , Vol. 48 >Issue 2: 11 - 20
DOI: https://doi.org/10.16411/j.cnki.issn1006-7736.2022.02.002
能耗与时间约束下的UUV三维路径规划
收稿日期: 2021-11-02
修回日期: 2022-01-30
网络出版日期: 2022-01-30
基金资助
国家自然科学基金青年基金资助项目(51809028);国家自然科学基金资助项目(51879027);中国博士后科学基金面上项目(2020M670733);辽宁省博士科研启动基金计划项目(2019-BS-022);中央高校基础研究基金资助项目(3132019318)
Three-dimensional path planning of UUV with energy and time constraints
Received date: 2021-11-02
Revised date: 2022-01-30
Online published: 2022-01-30
关键词: 水下无人航行器(UUV); 三维路径规划; 远距离自主回收; 能量消耗; 航行时间
董校成 , 于浩淼 , 郭晨 . 能耗与时间约束下的UUV三维路径规划[J]. 大连海事大学学报, 2022 , 48(2) : 11 -20 . DOI: 10.16411/j.cnki.issn1006-7736.2022.02.002
A three-dimensional path planning method based on energy consumption and time optimization was proposed to solve the rapid recovery problem of underwater unmanned vehicle (UUV) with limited residual energy in long-distance autonomous recovery mission. Firstly, the energy consumption model and voyage time model in the recovery process were established based on the kinematics of UUV. Secondly, the weighting factor was introduced, and the weighted coefficient method was used to construct the joint optimization objective function with the largest green degree, and by combining the B-spline curve, a continuous smooth path generated. Finally, an improved particle swarm optimization (PSO) algorithm was used to obtain a three-dimensional path that satisfied the optimization goal. The simulation results show that the proposed method can effectively achieve the balance between UUV energy consumption and recovery time, and at the same time, it can plan a three-dimensional path to avoid underwater obstructions areas based on the recovery assembly point.
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