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An optimal control strategy for two-dimensional motion camouflage with non-holonimic constraints

机译:具有非完整约束的二维运动伪装的最优控制策略

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摘要

Motion camouflage is a stealth behaviour observed both in hover-flies and in dragonflies. Existing controllers for mimicking motion camouflage generate this behaviour on an empirical basis or without considering the kinematic motion restrictions present in animal trajectories. This study summarises our formal contributions to solve the generation of motion camouflage as a non-linear optimal control problem. The dynamics of the system capture the kinematic restrictions to motion of the agents, while the performance index ensures camouflage trajectories. An extensive set of simulations support the technique, and a novel analysis of the obtained trajectories contributes to our understanding of possible mechanisms to obtain sensor based motion camouflage, for instance, in mobile robots.
机译:运动迷彩是在悬停蝇和蜻蜓中都观察到的隐身行为。现有的模仿运动伪装的控制器会根据经验或不考虑动物轨迹中存在的运动学运动限制而产生此行为。这项研究总结了我们为解决运动伪装作为非线性最优控制问题所做的正式贡献。系统的动力学捕获了运动对运动的限制,而性能指标则确保了伪装的轨迹。大量的模拟支持该技术,对获得的轨迹进行新颖的分析有助于我们理解可能的机制,例如在移动机器人中获得基于传感器的运动伪装。

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