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用于高吞吐量脉冲雷达系统的并行现场可编程门阵列数据处理

Parallelized Field-Programmable Gate Array Data Processing for High-Throughput Pulsed-Radar Systems.

作者信息

Pitcher Aaron D, Georgiev Mihail, Nikolova Natalia K, Nicolici Nicola

机构信息

Electromagnetic Vision (EMVi) Research Laboratory, McMaster University, Hamilton, ON L8S 4L8, Canada.

Computer-Aided Design and Test (CADT) Research Group, McMaster University, Hamilton, ON L8S 4L8, Canada.

出版信息

Sensors (Basel). 2025 Jan 3;25(1):239. doi: 10.3390/s25010239.

Abstract

A parallelized field-programmable gate array (FPGA) architecture is proposed to realize an ultra-fast, compact, and low-cost dual-channel ultra-wideband (UWB) pulsed-radar system. This approach resolves the main shortcoming of current FPGA-based radars, namely their low processing throughput, which leads to a significant loss of data provided by the radar receiver. The architecture is integrated with an in-house UWB pulsed radar operating at a sampling rate of 20 gigasamples per second (GSa/s). It is demonstrated that the FPGA data-processing speed matches that of the radar output, thus eliminating data loss. The radar system achieves a remarkable speed of over 9000 waveforms per second on each channel. The proposed architecture is scalable to accommodate higher sampling rates and various waveform periods. It is also multi-functional since the FPGA controls and synchronizes two transmitters and a dual-channel receiver, performs signal reconstruction on both channels simultaneously, and carries out user-defined averaging, trace windowing, and interference suppression for improving the receiver's signal-to-noise ratio. We also investigate the throughput rate while offloading radar data onto an external device through an Ethernet link. Since the radar data rate significantly exceeds the Ethernet link capacity, we show how the FPGA-based averaging and windowing functions are leveraged to reduce the amount of offloaded data while fully utilizing the radar output.

摘要

提出了一种并行化现场可编程门阵列(FPGA)架构,以实现超快速、紧凑且低成本的双通道超宽带(UWB)脉冲雷达系统。这种方法解决了当前基于FPGA的雷达的主要缺点,即其低处理吞吐量,这会导致雷达接收器提供的数据大量丢失。该架构与一个内部UWB脉冲雷达集成,该雷达以每秒20吉采样(GSa/s)的采样率运行。结果表明,FPGA的数据处理速度与雷达输出速度相匹配,从而消除了数据丢失。该雷达系统在每个通道上实现了每秒超过9000个波形的显著速度。所提出的架构具有可扩展性,以适应更高的采样率和各种波形周期。它还具有多功能性,因为FPGA控制并同步两个发射器和一个双通道接收器,同时在两个通道上执行信号重建,并进行用户定义的平均、迹线开窗和干扰抑制,以提高接收器的信噪比。我们还研究了通过以太网链路将雷达数据卸载到外部设备时的吞吐率。由于雷达数据速率显著超过以太网链路容量,我们展示了如何利用基于FPGA的平均和开窗功能来减少卸载的数据量,同时充分利用雷达输出。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/59e9/11723343/a24d7d555733/sensors-25-00239-g001.jpg

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