A VLSI design of singular value decomposition processor for portable continuous-wave diffusion optical tomography systems

Shih Kang, Shih-Yang Wu, Y. Hsu, Chih-Chung Fu, W. Fang
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引用次数: 5

Abstract

In recent years, developments in diffuse optical tomography (DOT) technology have rapidly progressed in biomedical applications such as functional brain imaging. Furthermore, during the last decade, singular value decomposition has increasingly found many applications in the engineering field. Our goal is to develop a truly portable DOT system by utilizing system-on-chip design technique. In our DOT system, designing the SVD processor using VLSI technique is very efficient for solving the inverse problem in the DOT algorithm. In this paper, we focus on the hardware architecture design of the Jacobi singular value decomposition (JSVD) for applications in continuous wave diffusion optical tomography (CW-DOT) systems. The design is implemented using 90nm CMOS process technology and simulation results verify the functionality of the JSVD design within the developed CW-DOT system.
便携式连续波扩散光学层析成像系统奇异值分解处理器的VLSI设计
近年来,漫射光学断层扫描(DOT)技术在脑功能成像等生物医学领域的应用取得了迅速进展。此外,在过去的十年中,奇异值分解在工程领域得到了越来越多的应用。我们的目标是利用片上系统设计技术开发一个真正便携的DOT系统。在我们的DOT系统中,利用VLSI技术设计奇异值分解处理器对于解决DOT算法中的逆问题是非常有效的。本文重点研究了连续波扩散光学层析成像(CW-DOT)系统中Jacobi奇异值分解(JSVD)的硬件结构设计。该设计采用90nm CMOS工艺技术实现,仿真结果验证了JSVD设计在CW-DOT系统中的功能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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