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Reconfigurable address generation unit for 2D correlation in FPGA

机译:FPGA中二维关联的可重构地址生成单元

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摘要

2D correlation has been commonly used in image processing. In general, performance of the 2D correlation function depends on its processing speed, memory speed as well as address calculation speed. As the processing and memory speed increase, the address calculation speed becomes bottleneck for overall performance. It is thus necessary to accelerate the address calculation or generation by implementing it in hardware like FPGA rather than depending on software to calculate the addresses; such hardware is known as address generation unit (AGU). Prior arts of reconfigurable AGU can be reconfigured to generate address for different digital signal processing (DSP) functions including 2D correlation; however, they don’t support address generation for different designs of 2D correlation circuits. None of the prior arts of AGU able to handle image edge condition while considering data reuse in 2D correlation circuit. Furthermore, prior arts of AGU have never been implemented in FPGA. In this paper, a reconfigurable AGU for different designs of 2D correlation in FPGA, which takes care of image edge condition while considering data reuse, is presented. The proposed reconfigurable AGU is targeted for two different architectures of 2D correlation circuit. The two architectures of 2D correlation circuit, which work together with the reconfigurable AGU, are also designed. The proposed reconfigurable AGU reduces the circuit area by sharing or reusing the common components such as adder, comparator, register and etc. In general, the reconfigurable AGU reduces circuit area by 30% as compared to integrating two dedicated AGUs for two different architectures of 2D correlation circuit. The maximum speed of the reconfigurable AGU is 125MHz for Cyclone III device targeting FPGA.
机译:2D相关性已普遍用于图像处理中。通常,二维相关函数的性能取决于其处理速度,存储速度以及地址计算速度。随着处理和内存速度的提高,地址计算速度成为整体性能的瓶颈。因此,有必要通过在FPGA之类的硬件中实现地址来加速地址的计算或生成,而不是依靠软件来计算地址。这种硬件称为地址生成单元(AGU)。可重新配置的AGU的现有技术可以被重新配置以生成用于包括2D相关的不同数字信号处理(DSP)功能的地址。但是,它们不支持针对2D相关电路的不同设计生成地址。 AGU的现有技术中没有一个能够在考虑2D相关电路中的数据重用时处理图像边缘状况。此外,AGU的现有技术从未在FPGA中实现。本文提出了一种可重配置的AGU,用于FPGA中2D相关的不同设计,它在考虑数据边缘重用的同时照顾了图像边缘条件。所提出的可重构AGU针对2D相关电路的两种不同架构。还设计了2D相关电路的两种架构,它们与可重新配置的AGU一起工作。提议的可重新配置AGU通过共享或重用加法器,比较器,寄存器等通用组件来减少电路面积。通常,与针对两种不同2D架构集成两个专用AGU相比,可重新配置AGU减少了30%的电路面积。相关电路。对于面向FPGA的Cyclone III器件,可重配置AGU的最高速度为125MHz。

著录项

  • 作者

    Heng Ai Hoon;

  • 作者单位
  • 年度 2012
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  • 原文格式 PDF
  • 正文语种 en
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