能量优化的D* AUV路径规划与避障和洋流环境

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2022-03-22 DOI:10.1017/S0373463322000091
Bing Sun, Wei Zhang, Shiqi Li, Xixi Zhu
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引用次数: 5

摘要

对于自主水下航行器(auv)在海洋环境下的路径规划,除了规划路径长度和安全避障外,还需要考虑洋流对规划路径的影响。因此,本文对原有的D*算法进行了改进,在原有代价函数的基础上增加了障碍物代价项和转向角度代价项作为约束,从而保证了AUV的航行安全。考虑到洋流对AUV的能耗影响较大,本文建立了洋流对AUV能耗影响的成本模型,并将其应用到D*路径规划算法中,使AUV能够利用洋流降低能耗,通过仿真实验可以看出这一点。仿真结果表明,改进后的算法可以规划出最优的能耗路径。
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Energy optimised D* AUV path planning with obstacle avoidance and ocean current environment
Abstract For the path planning of autonomous underwater vehicles (AUVs) in the ocean environment, in addition to the planned path length and safe obstacle avoidance, it is also necessary to pay attention to the impact of ocean currents on the planned path. Therefore, this paper improves the original D* algorithm, and adds the obstacle cost item and the steering angle cost item as constraints on the basis of the original cost function, thus ensuring the navigation safety of the AUV. Considering that ocean currents have a greater impact on the energy consumption of AUVs, this paper establishes a cost model for the impact of ocean currents on AUV energy consumption and applies it to the D* path planning algorithm, so that AUVs can use ocean currents to reduce energy consumption, which can be seen through simulation experiments. The simulation results show that the improvement of the algorithm can plan an optimal energy consumption path.
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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