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SWARMS:可伸缩的蜂群自主机器人和移动传感器

SWARMS: Scalable sWarms of Autonomous Robots and Mobile Sensors
作者:Kumar, V.Bullo, F.Koditschek, D.Jadbabaie, A.Morse, A. S. 作者单位:Pennsylvania Univ., Philadelphia. 加工时间:2014-05-29 信息来源:科技报告(AD) 索取原文[20 页]
关键词:传感器;仿生学;机器人;人工智能;自主导航
摘 要:The SWARMS project brings together experts in artificial intelligence, control theory, robotics, systems engineering and biology with the goal of understanding swarming behaviors in nature and applications of biologically-inspired models of swarm behaviors to large networked groups of autonomous vehicles. The main goal is to develop a framework and methodology for the analysis of swarming behavior in biology and the synthesis of bio-inspired swarming behaviors for engineered systems. We are interested in such questions as: Can large numbers of autonomously functioning vehicles be reliably deployed in the form of a 'swarm' to carry out a prescribed mission and to respond as a group to high-level management commands. Can such a group successfully function without a designated leader, with limited communications between its members, and with dynamically changing 'role', for its members. Is there a hierarchy of 'compatibls' models appropriate to swarming/schooling/flocking which is rich enough to explain these behaviors at various 'resolution' ranging from aggregate characterizations of emergent behavior to detailed descriptions which model individual vehicle dynamics.
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