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STABILITY ANALYSIS OF ROBOTIC SWARM WITH LIMITED FIELD OF VIEW

机译:有限视野下机器人群体的稳定性分析

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This paper presents an analytical study of swarm motion in static environments, in which, motion of the swarm is modeled as a quasi static model. Motion of each member is being affected by interactive forces and environmental effects. Interactive effects on each member could be attractive or repulsive due to being far from or close to other members respectively. Environmental effects also could be attractive or repulsive or a combination of both. The method is based on Lyapunov analysis. Two objectives are investigated through the analysis; one is to preserve the unity of swarm i.e. not losing any member through motion, and the other is to move toward attractant areas and away from repellant environmental zones. It is also considered that the visibility of members to each other and to environmental objects will fade due to the increasing distance; which is the most important characteristic of this work. Simulations of swarm motion show behaviors similar to natural swarms which verifies the vision model considered in this paper.
机译:本文对静态环境下的群体运动进行了分析研究,其中将群体运动建模为准静态模型。每个成员的动作都受到交互作用力和环境影响的影响。由于分别远离或接近其他成员,因此对每个成员的交互作用可能具有吸引力或令人反感。环境影响也可能是有吸引力的或令人反感的,或两者兼而有之。该方法基于Lyapunov分析。通过分析研究了两个目标;一种是保持群体的统一性,即不因运动而失去任何成员,另一种是向吸引区域移动并远离驱避剂环境区域。人们还认为,随着距离的增加,成员彼此之间以及对环境物体的可见性将逐渐减弱。这是这项工作的最重要特征。群体运动的仿真显示出与自然群体相似的行为,从而验证了本文所考虑的视觉模型。

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