Intelligent collision avoidance based on two-dimensional risk model

被引:3
作者
Liang, Yan-hua [1 ]
Cai, Chengtao [2 ]
机构
[1] Heilongjiang Univ Sci & Technol, Coll Elect & Control Engn, Harbin, Heilongjiang, Peoples R China
[2] Harbin Engn Univ, Coll Automat, Harbin, Heilongjiang, Peoples R China
基金
中国国家自然科学基金; 黑龙江省自然科学基金;
关键词
Collision avoidance; risk degree; fuzzy logic; multiobject simulation;
D O I
10.1177/1748301816640251
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The collision avoidance and path planning technology is an important issue for submarine research field. It is essential and crucial for submarine to navigate underwater safely. There are lots of drawbacks for ensuring this important mission. For handling with the challenging and imperative issue, a novel and efficient collision risk model is proposed. A serial of motions of the submarine to be processed for fulfilling the collision avoidance based on this approach. The concepts of detection domain and fuzzy logic are adopted for modeling the degree of collision risk. The detection domain is used as the submarine safety scope when navigating underwater while the fuzzy logic is used as the mathematical implement for the analysis and synthesis of relations between obstacles or other submarines that are met in the navigation environment. The collision risk is regarded as one effective evaluation function that reflects which exact action should be done when the threshold of the risk degree is met. In order to verify the performance of proposed method, multisubmarines simulation experiments are concluded in different scenarios.
引用
收藏
页码:131 / 141
页数:11
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