基于FPGA的机器人实时定位平台

Agnès Ghorbel, M. Jallouli, N. Ben Amor, L. Amouri
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引用次数: 8

摘要

本文提出了一种通过编码器测量和相机跟踪图像的绝对定位实现移动机器人定位方法的硬件架构。考虑到复杂性(减少计算时间)和性能(减少旅行时间)之间的权衡,该技术已经开发并实现了机器人从初始位置到另一个期望位置的运动。该方法在FPGA (Field Programmable Gate Array,现场可编程门阵列)板上通过软硬件混合实现,以保证机器人的流畅导航。在Xilinx Virtex 5 ML507上的实验测试证明了所提出架构的有效性,因为与在PC平台上开发的初始MATLAB版本相比,我们已经获得了85%的执行时间减少。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An FPGA based platform for real time robot localization
The paper presents a hardware architecture for implementing a mobile robot localization approach through encoders' measurements and absolute localization using camera tracking images. This technique has been developed and implemented for the motion of the robot from an initial position towards another desired position, taking into account the tradeoff between complexity (reducing computation time) and performance (reducing traveling time). The proposed method is implemented on FPGA (Field Programmable Gate Array) board through mixed hardware / software implementation in order to ensure fluid robot navigation. Experimental tests on Xilinx Virtex 5 ML507 proved the effectiveness of the proposed architecture since we have obtained a reduction of 85 % in execution time compared to initial MATLAB version developed on a PC platform.
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