使用收缩架构的Smith-Waterman算法的硬件实现

J. M. Marmolejo-Tejada, V. Trujillo-Olaya, Claudia Patricia Renteria-Mejia, Jaime Velasco-Medina
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引用次数: 13

摘要

本文设计了一种用于DNA局部成对比对的收缩处理器。处理器的主要构建块是处理元素的一维阵列,它允许流水线处理,以减少相对于软件工具的执行时间。利用ModelSim-Altera对人类和家鼠ABO血型基因的4096个核苷酸序列进行比对,验证硬件设计。将硬件仿真结果与软件仿真结果进行对比,显示了设计的功能性。由于硬件限制(alut和寄存器),该设计只能在目标FPGA上合成,以同时处理256个核苷酸,但可以通过使用更大的设备或FPGA阵列来实现更大的序列对齐。该设计还可以通过修改处理元素来实现其他动态规划算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Hardware implementation of the Smith-Waterman algorithm using a systolic architecture
This paper presents the design of a systolic processor for DNA local pairwise alignment. The main building block of the processor is a 1D array of processing elements that allows pipeline processing to reduce the execution time with respect to software tools. We aligned two sequences of 4096 nucleotides from the ABO blood group gene of human and house mouse using ModelSim-Altera to verify the hardware design. The hardware simulation results were compared with software simulation results, showing the functionality of the design. The design can only be synthesized on the targeted FPGA for processing 256 nucleotides simultaneously due to hardware limitations (ALUTs and registers), but could be implemented for aligning larger sequences by using a bigger device or FPGA arrays. The design could also be used to implement other dynamic programming algorithms by modifying the processing element.
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