有效载荷(计算)
离散化
计算机科学
区间(图论)
动态规划
转子(电动)
时间范围
国家(计算机科学)
电流(流体)
能源消耗
数学优化
实时计算
算法
工程类
数学
组合数学
电气工程
机械工程
数学分析
网络数据包
计算机网络
作者
Abdullah Mohiuddin,Tarek Taha,Yahya Zweiri,Dongming Gan
出处
期刊:Energies
[Multidisciplinary Digital Publishing Institute]
日期:2019-08-08
卷期号:12 (16): 3049-3049
被引量:25
摘要
This paper explores the application of a real-time dynamic programming (RTDP) algorithm to transport a payload using a multi-rotor unmanned aerial vehicle (UAV) in order to optimize journey time and energy consumption. The RTDP algorithm is developed by discretizing the journey into distance interval horizons and applying the RTDP sweep to the current horizon to get the optimal velocity decision. RTDP sweep requires the current state of the UAV to generate the next best velocity decision. To the best of the authors knowledge, this is the first time that such real-time optimization algorithm is applied to multi-rotor based transportation. The algorithm was first tested in simulations and then experiments were performed. The results show the effectiveness and applicability of the proposed algorithm.
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