基于fpga的混合碰撞预警系统

Haichao Liang, T. Morie, Youhei Suzuki, K. Nakada, T. Miki, H. Hayashi
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引用次数: 6

摘要

在本文中,我们提出了一种基于fpga的碰撞预警系统,用于高级汽车驾驶辅助系统或自主移动机器人。该系统由三个功能块组成:利用电阻熔丝网络进行粗边缘检测;利用海马神经元传播进行运动目标检测;利用模糊推理进行危险评估和碰撞预警。前两个功能在fpga中实现。系统可以检测到速度范围为3 ~ 192 km/h的运动物体,采样周期为30 ms,输入图像为320 × 256像素,并可以对输入图像中的危险区域输出警告。
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 CollisionWarning System Using Hybrid Approach
In this paper, we propose an FPGA-based collision warning system for advanced automobile driver assistance systems or autonomous moving robots. The system consists of three function blocks: coarse edge detection using a resistive-fuse network, moving-object detection inspired by neuronal propagation in the hippocampus, and danger evaluation and collision warning using fuzzy inference. The first two functions are implemented in FPGAs. The system can detect moving objects with a speed range of 3-192 km/h with a sampling period of 30 ms for an input image of 320 x 256 pixels, and can output a warning against dangerous regions in the input image.
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