跳到主要导航 跳到搜索 跳到主要内容

FPGA-based hardware acceleration of electromagnetic wave reverse time migration imaging

  • Wenzheng Zhu
  • , Lei Kuang*
  • *此作品的通讯作者
  • East China Normal University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Electromagnetic wave reverse time migration (RTM) imaging based on finite difference time domain (FDTD) method is widely used in geological exploration. It can accurately attribute the wavefield to its true subsurface spatial location when dealing with steeply dipping structures and complex velocity models. However, the forward and backward propagation processes of RTM imaging require recording wavefield information at each time step, which causes a large number of buffer accesses to degrade the overall calculation speed. This computationally and data intensive features limits its application in more scenarios. Therefore, this paper develops the FDTD prototype accelerator based on FPGA to accelerate the forward and backward propagation process of reverse time migration imaging, and realize the hardware circuit of cross-correlation imaging conditions. The experimental results show that the forward propagation process of FPGA at a clock frequency of 100MHz is 17.384 times faster than the PC using 3.6GHz CPU, and the backward propagation process is 18.371 times faster in comparison.

源语言英语
主期刊名Seventh Asia Pacific Conference on Optics Manufacture, APCOM 2021
编辑Jiubin Tan, Xiangang Luo, Ming Huang, Lingbao Kong, Dawei Zhang
出版商SPIE
ISBN(电子版)9781510652088
DOI
出版状态已出版 - 2022
活动7th Asia Pacific Conference on Optics Manufacture, APCOM 2021 - Shanghai, 中国
期限: 28 10月 202131 10月 2021

出版系列

姓名Proceedings of SPIE - The International Society for Optical Engineering
12166
ISSN(印刷版)0277-786X
ISSN(电子版)1996-756X

会议

会议7th Asia Pacific Conference on Optics Manufacture, APCOM 2021
国家/地区中国
Shanghai
时期28/10/2131/10/21

学术指纹

探究 'FPGA-based hardware acceleration of electromagnetic wave reverse time migration imaging' 的科研主题。它们共同构成独一无二的学术指纹。

引用此