基于生物算法的无人机控制

V. Petrov, A. Bushuev, V. Grigoriev, Y. Litvinov, M. Evstigneev
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引用次数: 0

摘要

本文研究了一种用于无人机程序控制的光源搜索模型。无人机是一架四轴飞行器。基于Lotka- Volterra方程的搜索模型包含向左旋转的趋势和向右旋转的趋势。根据趋势的相互作用,VAV向一个方向或另一个方向旋转。搜索的目的是寻找光源。该生物控制算法适用于四轴飞行器。机器人的算法已经开发为搜索和跟踪模式。本文的贡献在于提出了搜索和与源失去视觉接触情况下的动作算法。我们提供了四轴飞行器旋转趋势的数值变化动力学模拟。仿真结果表明,该四轴飞行器具有很高的熵值,可以探索更大的区域。机器人的轨迹是不断变化的,并且取决于其他类似源的位置。
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Control of UAV Based on Biological Algorithm
This paper considers a development of a light source search model for the unmanned aerial vehicle (UAV) program control. The UAV is a quadcopter. The search model based on the Lotka- Volterra equations contains the trend to rotate to the left and trend to rotate to the right. Depending on the interaction of trends, the VAV rotates in one direction or another. The purpose of the search is a light source. The biological control algorithm is adapted for the quadcopter. The robot's algorithms have been developed for searching and tracking modes. The contribution of this paper is to propose the algorithm of actions in cases of search and loss of visual contact with the source. We provide the simulation of values change dynamics of quadcopter rotations trends. The simulation results demonstrate a high degree of entropy, which allows the quadcopter to explore a large area. The trajectory of the robot is constantly changing and depends on the location of other similar sources.
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