首页> 外文期刊>International Journal of Robotics & Automation >A NOVEL COOPERATIVE HUNTING ALGORITHM FOR MULTI-AUV IN UNDERWATER ENVIRONMENTS
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A NOVEL COOPERATIVE HUNTING ALGORITHM FOR MULTI-AUV IN UNDERWATER ENVIRONMENTS

机译:一种新型水下环境中多AUV的新型合作狩猎算法

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摘要

As one of the challenges of multi-AUV (multiple autonomous underwater vehicle) systems, the realization of group security defence is of great significance. This article studies the multi-AUV cooperative hunting in two- and three-dimensional underwater environments. A comprehensive hunting algorithm based on besieging circle shrinking is proposed to control multi-AUVs to search and capture invaders. The invader hunting process consists of three steps: first, multi-AUVs search for invaders in unknown environments. To expand the search scope as far as possible and reduce the repeated search rate, a decentralized search strategy is adopted to search for invaders. Once any invader is detected by an AUV, the discoverer acts as the leader to form a dynamic hunting team. Next, the hunting team determines a besieging point based on an angle matching algorithm. AUVs use direction optimization strategies to navigate to the besieging point while avoiding obstacles. Finally, when all the AUVs reach their exact besieging points to satisfy the encirclement contraction condition, the encirclement will shrink to capture the invader. Simulations and experiments prove the feasibility and effectiveness of the proposed algorithm. Compared with the bio-inspired neural network algorithm, the proposed algorithm performs better.
机译:作为多AUV(多个自主水下车辆)系统的挑战之一,集团安全防御的实现具有重要意义。本文研究了两维水下环境中的多AUV合作狩猎。提出了一种基于围绕圆圈缩小的综合狩猎算法,以控制多AUV搜索和捕获入侵者。 Invader Hunting进程由三个步骤组成:首先,多AUV搜索未知环境中的入侵者。要尽可能扩展搜索范围并降低重复的搜索率,采用分散的搜索策略来搜索入侵者。一旦AUV检测到任何入侵者,发现者就是形成动态狩猎团队的领导者。接下来,狩猎团队基于角度匹配算法确定围攻点。 AUV使用方向优化策略导航到围攻点,同时避免障碍。最后,当所有AUV达到精确的围攻点以满足包围收缩条件时,包围将缩小以捕获入侵者。模拟和实验证明了所提出的算法的可行性和有效性。与生物启发神经网络算法相比,所提出的算法更好。

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