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用于非迭代全息图生成的成本优化异构FPGA架构。

Cost-optimized heterogeneous FPGA architecture for non-iterative hologram generation.

作者信息

Dong Daoming, Wang Youchao, Kadis Andrew, Wilkinson Timothy D

出版信息

Appl Opt. 2020 Sep 1;59(25):7540-7546. doi: 10.1364/AO.398904.

Abstract

The generation of computer-generated holograms (CGHs) requires a significant amount of computational power. To accelerate the process, highly parallel field-programmable gate arrays (FPGAs) are deemed to be a promising computing platform to implement non-iterative hologram generation algorithms. In this paper, we present a cost-optimized heterogeneous FPGA architecture based on a one-step phase retrieval algorithm for CGH generation. The results indicate that our hardware implementation is 2.5× faster than the equivalent software implementation on a personal computer with a high-end multi-core CPU. Trade-offs between cost and performance are demonstrated, and we show that the proposed heterogeneous architecture can be used in a compact display system that is cost and size optimized.

摘要

生成计算机生成全息图(CGH)需要大量的计算能力。为了加速这一过程,高度并行的现场可编程门阵列(FPGA)被认为是实现非迭代全息图生成算法的一个有前途的计算平台。在本文中,我们提出了一种基于一步相位检索算法用于CGH生成的成本优化异构FPGA架构。结果表明,我们的硬件实现比在配备高端多核CPU的个人计算机上的等效软件实现快2.5倍。展示了成本与性能之间的权衡,并且我们表明所提出的异构架构可用于成本和尺寸优化的紧凑型显示系统。

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