Data Storage and Simulation Based on FPGA and DDR SDRAM for Super-Resolution Localization Microscopy

Dan Gui
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Abstract

We present a data storage and simulation method for superresolution localization microscopy. With the development of detector technology, from electron multiplying charge-coupled device (EMMCCD) to scientific complementary metal-oxide semiconductor (sCMOS) cameras, the data acquisition rate has been increased several times. While this is significant progress for data acquisition, it brings great data processing challenges for computers, such as data storage, data transmission, and computer algorithm rate. In this paper, we present a data processing method based on a Field Programmable Gate Array (FPGA) chip and a double data rate Synchronous Dynamic Random Access Memory (DDR SDRAM) component, use procedure to control IP hardcore in FPGA chip, to realize writing and reading on DDR from FPGA chip. To relieve data calculation rate lag behind the collection rate, we validly cached part of the row data from camera, and we verified the result throw the third-party simulation software with a time sequence analysis diagram.
基于FPGA和DDR SDRAM的超分辨率定位显微镜数据存储与仿真
提出了一种超分辨定位显微镜的数据存储和模拟方法。随着探测器技术的发展,从电子倍增电荷耦合器件(EMMCCD)到科学的互补金属氧化物半导体(sCMOS)相机,数据采集速率提高了几倍。虽然这是数据采集的重大进步,但它给计算机带来了巨大的数据处理挑战,如数据存储、数据传输、计算机算法率等。本文提出了一种基于现场可编程门阵列(FPGA)芯片和双数据速率同步动态随机存取存储器(DDR SDRAM)组件的数据处理方法,利用程序控制FPGA芯片中的IP核,实现FPGA芯片对DDR的读写。为了缓解数据计算速率滞后于采集速率的问题,我们对相机中的部分行数据进行了有效缓存,并通过时序分析图向第三方仿真软件进行了验证。
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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