基于遗传算法的无人机实时视频传输轨迹规划

Yang Guo, Youjia Chen, Jingsong Hu, Haifeng Zheng
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引用次数: 1

摘要

近年来,无人机以其高机动性和良好的信号传播环境等优点,在无线通信领域得到了广泛的应用。本文利用无人机对位于外场、人类难以触及的设施进行巡逻和检查,并将捕获的实时视频传输到地面控制中心。由于无人机的能量约束,在综合考虑无线视频传输要求的情况下,制定了以最小化所有飞行距离完成巡检任务的轨迹规划问题。将此优化问题转化为最小能耗问题,并利用遗传算法实现轨迹规划。仿真结果表明,该方法具有良好的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Trajectory Planning of UAV with Real-Time Video Transmission Based on Genetic Algorithm
In recent years, unmanned aerial vehicles (UAVs) have been widely utilized in many scenarios of wireless communications due to their advantages of high mobility and good signal propagation environment. In this paper, the UAV is used to patrol and inspect the facilities located in outfields and hard to touch by human, and the captured real-time video is transmitted to the grounded control center. Due to the energy constraint of the UAV, a trajectory planning problem is formulated to minimize all flight distance to complete the inspection task, which jointly considers the requirements of the wireless video transmission. We transform this optimization problem to an minimum energy consumption problem, and use genetic algorithm to implement the trajectory planning. The simulation results show the good performance in this case. .
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