Asif Muhammad, Guo Xiangzhou, Zhang Jing, Miao Jungang
School of Electronic Information Engineering, Beihang University, No. 37, Xueyuan Road, Haidian District, Beijing 100191, China.
Sensors (Basel). 2018 Apr 17;18(4):1238. doi: 10.3390/s18041238.
Digital cross-correlation is central to many applications including but not limited to Digital Image Processing, Satellite Navigation and Remote Sensing. With recent advancements in digital technology, the computational demands of such applications have increased enormously. In this paper we are presenting a high throughput digital cross correlator, capable of processing 1-bit digitized stream, at the rate of up to 2 GHz, simultaneously on 64 channels i.e., approximately 4 Trillion correlation and accumulation operations per second. In order to achieve higher throughput, we have focused on frequency based partitioning of our design and tried to minimize and localize high frequency operations. This correlator is designed for a Passive Millimeter Wave Imager intended for the detection of contraband items concealed on human body. The goals are to increase the system bandwidth, achieve video rate imaging, improve sensitivity and reduce the size. Design methodology is detailed in subsequent sections, elaborating the techniques enabling high throughput. The design is verified for Xilinx Kintex UltraScale device in simulation and the implementation results are given in terms of device utilization and power consumption estimates. Our results show considerable improvements in throughput as compared to our baseline design, while the correlator successfully meets the functional requirements.
数字互相关对于许多应用至关重要,包括但不限于数字图像处理、卫星导航和遥感。随着数字技术的最新进展,此类应用的计算需求大幅增加。在本文中,我们展示了一种高吞吐量数字互相关器,它能够以高达2 GHz的速率同时处理64个通道的1位数字化流,即每秒大约进行4万亿次相关和累加操作。为了实现更高的吞吐量,我们专注于基于频率的设计划分,并试图最小化和定位高频操作。该互相关器是为一种用于检测隐藏在人体上的违禁物品的被动毫米波成像仪而设计的。目标是增加系统带宽、实现视频速率成像、提高灵敏度并减小尺寸。后续章节将详细介绍设计方法,阐述实现高吞吐量的技术。该设计在Xilinx Kintex UltraScale器件的仿真中得到验证,并给出了器件利用率和功耗估计方面的实现结果。我们的结果表明,与基线设计相比,吞吐量有了显著提高,同时互相关器成功满足了功能要求。