An Efficient Optimal Path Finding for Mobile Robot Based on Dijkstra Method

Ali Alyasin, E. Abbas, Sundus D. Hasan
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引用次数: 11

Abstract

This paper introduces a smart mobile robot for tracking an optimal path road network. The development of smart mobile robots became more useful and an efficient in a wide range of areas. Therefore, the proposed system was designed by using a microcontroller type Raspberry Pi 3 with associate the Python language and implemented on the a known road networks based on Dijkstra’s algorithm to choosing the best path to reach the target by the smart mobile robot. The Dijkstra’s algorithm has putted a solution for shortest length between two nodes in the graphic search. The experimental results were taken from the gradient training by Dijkstra’s algorithm for obtain path set out. These results appeared a high accuracy to select the shortest path for robot moving. The mobile robot closed path for reach to the target in the shortest possible time and minimum weight and less expensive.
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基于Dijkstra方法的移动机器人高效最优寻径
本文介绍了一种用于跟踪最优路径路网的智能移动机器人。智能移动机器人的发展在广泛的领域变得更加有用和高效。因此,本系统采用树莓派3型微控制器,结合Python语言进行设计,并基于Dijkstra算法在已知的道路网络上实现智能移动机器人选择到达目标的最佳路径。Dijkstra算法给出了图形搜索中两个节点之间最短长度的解。实验结果来自Dijkstra算法的梯度训练,以获得路径设置。这些结果对机器人运动的最短路径选择具有较高的精度。该移动机器人的闭合路径能够在最短的时间内以最小的重量和较低的成本到达目标。
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