Bio-inspired odor-based navigation

M. Porter, J. Vasquez
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引用次数: 6

Abstract

The ability of many insects, especially moths, to locate either food or a member of the opposite sex is an amazing achievement. There are numerous scenarios where having this ability embedded into ground-based or aerial vehicles would be invaluable. This paper presents results from a 3-D computer simulation of an Unmanned Aerial Vehicle (UAV) autonomously tracking a chemical plume to its source. The simulation study includes a simulated dynamic chemical plume, 6-degree of freedom, nonlinear aircraft model, and a bio-inspired navigation algorithm. The emphasis of this paper is the development and analysis of the navigation algorithm. The foundation of this algorithm is a fuzzy controller designed to categorize where in the plume the aircraft is located: coming into the plume, in the plume, exiting the plume, or out of the plume.
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仿生气味导航
许多昆虫,尤其是飞蛾,找到食物或异性的能力是一项惊人的成就。在许多情况下,将这种能力嵌入地面或空中交通工具将是非常宝贵的。本文介绍了无人驾驶飞行器(UAV)自动跟踪化学羽流到其来源的三维计算机模拟结果。仿真研究包括模拟的动态化学羽流、6自由度、非线性飞机模型和仿生导航算法。本文的重点是导航算法的开发和分析。该算法的基础是一个模糊控制器,用于对飞机在羽流中的位置进行分类:进入羽流,在羽流中,退出羽流或离开羽流。
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