用FPGA机器人实现无轨迹最短路径规划算法:一种新方法

M. Chinnaiah, G. DivyaVani, T. Satyasavithri, P. RajeshKumar
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引用次数: 12

摘要

本文提出了一种基于FPGA的机器人最短路径算法,该算法可以辅助工业环境中完成各种任务。当任务分配给机器人时,机器人会选择从源到目标的最短路径。路径规划是自主机器人完成任务的一个重要问题。目前很多机器人都是根据轨迹来实现路径规划的,但实际上轨迹是不存在的。所以带轨道的路径规划不是一个正确的选择。本文克服了跟踪路径的问题,估计准确的位置,并提高了有效的定位和精度使用的地标确定(RFID)。在超声波传感器的帮助下,机器人克服了路上的所有障碍。利用避障方法,机器人可以利用最优资源完成期望的任务。当给机器人分配导航任务时,它从那里开始计算到达目的地的最短距离。该机器人集成了Xilinx XC3S500E (FPGA Spartan 3E)和RFID读取器,该读取器检查来自RFID标签的信号以定位机器人的全局位置。从远端位置接收目的位置,并通过算法计算出最短路径。最后给出了实现结果,并成功地完成了最短路径的估计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Implementation of Shortest path planning algorithm without track using FPGA robot: A new approach
This paper presents a shortest path algorithm for FPGA based robot which can assist in industrial environment for various tasks. When a desired task is assigned to the robot, it chooses a shortest path from the source to the destination. Path planning is an important issue for an autonomous robot to fulfill any desired task. Today many robots implement the path planning depending on the track, but practically track doesn't exists. So path planning with track is not a right choice. This paper overcomes tracking path issues, estimates the exact position, and improves effective localization and accuracy using land mark determination (RFID). With the help of ultrasonic sensors, the robot overcomes all the obstacles in its path. By using obstacle avoidance approach, a robot can perform a desired task using optimal resources. When a navigation task is assigned to the robot, it starts from there evaluating shortest distance to reach the destination. The proposed Robot is incorporated with Xilinx board XC3S500E (FPGA Spartan 3E) and RFID reader which checks the signal from RFID tags to localize the robot with respect to global position. The destination location is received from the remote location and the shortest path is computed by algorithm. The Implementation results have been shown and estimation of shortest path is done successfully.
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