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From Ants to Birds: A Novel Bio-Inspired Approach to Online Area Coverage

机译:从蚂蚁到鸟类:一种新的在线区域覆盖的生物启发方法

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Online coverage path planning is a canonical multi-robot task, where the objective is to minimize the time it takes for robots to visit every point in an unknown area. Two general major approaches have been explored in the literature: a stigmergic approach, inspired by ant behavior, relies on active marking of the environment. In contrast, the collaborative approach relies instead on localization, memory of positions, and global communications. In this paper, we report on a new approach, inspired by territorial bird chirping, which borrows from both previous approaches: it relies on localization and memory, but not on global communications. We provide a detailed analytic and empirical evaluation of this model.
机译:在线覆盖路径规划是一个规范的多机器人任务,其中目标是最小化机器人访问未知区域中每一点所需的时间。 在文献中探讨了两种一般的主要方法:一种受蚂蚁行为的激励方法,依赖于环境的主动标记。 相比之下,协作方法依赖于本地化,位置和全局通信。 在本文中,我们报告了一种新的方法,受到领土唧唧喳喳的启发,从而从以前的方法借用:它依赖于本地化和内存,但不是全球通信。 我们提供了对该模型的详细分析和实证评估。

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