4.7 Article

The object-oriented dynamic task assignment for unmanned surface vessels

出版社

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.engappai.2021.104476

关键词

Unmanned surface vessels; IPNG guidance; Task allocation; Consensus based auction algorithm; Interception game

向作者/读者索取更多资源

This paper investigates the task assignment and guidance issues of unmanned surface vessels (USVs) interception and proposes a new algorithm for marine interception scenarios, which can intercept attackers more quickly and optimize the allocation of defenders.
This paper investigates the task assignment and guidance issues of unmanned surface vessels (USVs) interception. When the USVs formation is invaded by some moving objects during its escort, it is necessary for the unmanned systems to assign defenders to prevent attackers approaching the vulnerable target in antagonistic scenarios. This action requires efficient guidance and task assignment strategies. With this in mind, this paper presents the Integral Proportional Navigation Guidance (IPNG) with Tabu Dynamic Consensus-Based Auction Algorithm (TDCBAA) in marine interception scenario. First, IPNG is introduced in the interception game considering the USV kinematic model, which can effectively reduce the individual interception time. Second, a new bidding function is designed for moving objects interception with the consideration of the attackers' types, positions and interception time. Finally, a TDCBAA is designed to solve the task assignment subproblem, resulting in a shorter overall interception time and a higher interception success rate. Simulations demonstrate that the proposed algorithm can optimize the allocation of defenders in real-time and intercept the attackers more quickly compared with other classical algorithms, which is more suitable in situations where attackers are approaching from all directions.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.7
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据