一种基于FPGA的高速并行排序算法

Faisal A. Alquaied, Abdullah I. Almudaifer, Mohammed A. Alshaya
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引用次数: 7

摘要

高效的数据排序对于图像、多媒体数据处理和雷达探测等对时间要求高的领域的搜索和优化算法至关重要。为了提高数据排序算法在OS-CFAR等实际雷达算法检测中的应用速度,本文提出了一种基于现场可编程门阵列(FPGA)的高速并行排序算法。它还提供了一种技术,无论要排序的列表的长度如何,都可以使时钟速率保持不变。本文提出了以下方面的新成果:1)并行排序算法;2)基于fpga的并行架构;3)提出了将最近输入的数据项排序到存储器中,而丢弃最老的数据项的技术。得到的结果显示时钟速率降低了。给出了FPGA的实现结果并进行了讨论。
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A novel high-speed parallel sorting algorithm based on FPGA
Efficient data sorting is important for searching and optimization algorithms in high time demanding fields such as image, multi-media data processing and radar detection. To accelerate the data sorting algorithm applied in practical radar algorithms detection such as OS-CFAR, a novel high-speed parallel sorting scheme based on field programmable gate array (FPGA) is proposed in this paper. It also provides a technique that will make the clock rate constant regardless of the length of the list that will be sorted. The paper presents new results in: 1) parallel sorting algorithms; 2) FPGA-based parallel architectures; and 3) the technique of sorting the most recently entered data items to the memory while discarding the oldest items is presented. Results obtained show a reduction in the clock rate. FPGA implementation results are presented and discussed.
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