一类基于最近邻原理协调的仿生auv群结构分析

Jonathan McColgan, E. McGookin, A. Mazlan
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引用次数: 3

摘要

仿生自主水下航行器是一种自主水下航行器(auv),它采用与真鱼相似的推进和转向机制,从而提高了低速推进效率。然而,与所有auv一样,这些受生物启发的车辆的范围和续航能力受到车载电源的限制。尽管如此,通过多辆车的协调运动仍然可以实现大面积扫描。为了实现这一点,必须使用协调算法来确保一组auv能够自组织。本文中提出的特殊方法再次从大自然中获得灵感,并以鱼群表现出的行为机制为基础。因此,本文使用一个经过验证的机器鱼(称为RoboSalmon)的数学模型,概述了该算法的实现,该算法与行为机制类似,使用最近邻原则来确定群体中每个成员的运动。由于本文将使用仿生AUV的数学模型来实现生物学启发的协调算法,因此将参考群体结构的形成和群体内能够利用已知存在的水动力优势的AUV数量来分析所得的群体结构。结果表明,考虑到最近邻居的数量极大地影响了稳定鱼群结构的形成,而鱼群的大小决定了群体内auv的数量,这些auv从邻近鱼类的近距离接触中受益。
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Analysis of the group structure of a school of biomimetic AUVS coordinated using nearest neighbour principles
Biomimetic Autonomous Underwater Vehicles are Autonomous Underwater Vehicles (AUVs) that employ similar propulsion and steering mechanisms as real fish which result in improvements in propulsive efficiency at low speed. However, as with all AUVs the range and endurance of these biologically inspired vehicles are severally limited by the on board power supply. Nevertheless, large area scanning can still be achieved by the coordinated movement of multiple vehicles. To allow this to happen co-ordination algorithms would have to be utilised to ensure that a group of AUVs would be self-organising. The particular methodology presented in this paper again takes inspiration from nature and is based upon the behavioural mechanisms exhibited by schools of fish. Therefore, using a validated mathematical model of a robotic fish (called RoboSalmon), this paper outlines the implementation of this algorithm which similarly to the behavioural mechanisms use nearest neighbor principles to determine the movement of each member of the group. As this paper will use a mathematical model of a biomimetic AUV to implement biologically inspired coordination algorithms, the resulting group structure will be analysed with reference to the formation of a group structure and the number of AUVs within a group that are in a position to take advantage of the hydrodynamic benefits known to exist from fish swimming in close formation. The results demonstrate that the number of nearest neighbours taking into consideration greatly affects the formation of a stable school structure whereas the size of the school dictates the number of AUVs within the group benefitting hydrodynamically from the close proximity of neighbouring fish.
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