一种改进的基于位逻辑的全息计算三角逼近

IF 2.5 3区 物理与天体物理 Q2 OPTICS
Takashi Nishitsuji , Ren Matsuura , Tomoyoshi Shimobaba , Atsushi Shiraki , Tomoyoshi Ito
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引用次数: 0

摘要

基于电全息术的三维(3D)显示系统的主要技术挑战之一是加速计算机生成全息图(CGH)的计算,它作为3D图像的电子记录媒体。由于通过光传播计算生成CGH严重依赖于三角函数的使用,因此降低这些函数的计算成本是加快计算速度的有效方法。值得注意的是,即使在某些计算精度较低的情况下,全息术也能保持图像质量。在这项研究中,我们开发了一种三角函数近似方法,用于使用最小位宽表示的全息计算。具体来说,我们扩展了之前的方法-最初是为具有2位输入和1位输出的专用计算硬件设计的-使用p位输入(p是任意正整数)和(p−1)位实和虚分量输出的更具表现力的模型。实验结果表明,该方法在硬件实现可行性、电路尺寸紧凑、重建的三维图像质量等方面具有显著优势,同时计算负荷仅略有增加。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An improved bitwise logic-based trigonometric approximation for holographic computation
One of the main technical challenges in electroholography-based three-dimensional (3D) display systems is accelerating the computation of computer-generated holograms (CGH), which function as electronic recording media for 3D images. Since generating CGH through optical propagation calculations heavily relies on the use of trigonometric functions, reducing the computational cost of these functions is an effective approach to speed up the calculations. Notably, holography can preserve the image quality even when some calculations are performed with low precision.
In this study, we developed a trigonometric function approximation method for holographic computations using a minimal bit-width representation. Specifically, we extended our previous approach — originally designed for specialized computing hardware with a 2-bit input and 1-bit output — to a more expressive model using a p-bit input (with p being an arbitrary positive integer) and (p1)-bit outputs for the real and imaginary components. The experimental results showed that the proposed method offers significant advantages in terms of hardware implementation feasibility, compact circuit size, and the quality of the reconstructed 3D images, all while incurring only a modest increase in the computational load.
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来源期刊
Optics Communications
Optics Communications 物理-光学
CiteScore
5.10
自引率
8.30%
发文量
681
审稿时长
38 days
期刊介绍: Optics Communications invites original and timely contributions containing new results in various fields of optics and photonics. The journal considers theoretical and experimental research in areas ranging from the fundamental properties of light to technological applications. Topics covered include classical and quantum optics, optical physics and light-matter interactions, lasers, imaging, guided-wave optics and optical information processing. Manuscripts should offer clear evidence of novelty and significance. Papers concentrating on mathematical and computational issues, with limited connection to optics, are not suitable for publication in the Journal. Similarly, small technical advances, or papers concerned only with engineering applications or issues of materials science fall outside the journal scope.
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