A field programmable gate array based high speed real-time weak periodic signal detection technique

现场可编程门阵列 计算机科学 门阵列 采样(信号处理) 偏移量(计算机科学) 量化(信号处理) 信号(编程语言) 模拟信号 电子工程 算法 数字信号处理 计算机硬件 探测器 电信 工程类 程序设计语言
作者
Jiadong Hu,Zhongtao Shen,Shubin Liu,Qi An
出处
期刊:Review of Scientific Instruments [American Institute of Physics]
卷期号:92 (2): 024703-024703 被引量:5
标识
DOI:10.1063/5.0037067
摘要

The detection of a high repetition rate weak signal is studied in this paper. Owing to the characteristics of the signal of interest, both high speed analog-to-digital converter (ADC) and low computational complexity data processing techniques are required for high speed real-time weak signal detection. In this paper, a novel field programmable gate array (FPGA) based high speed real-time periodic weak signal detection technique is presented. Cascaded comparators outside the FPGA and cascaded flip flops in the FPGA are used to implement a one-bit ADC, which performs quantization first followed by sampling. Based on this novel design, a time-interleaved structure with several sub-channels is further proposed to significantly improve the sampling rate of the one-bit ADC, which does not require calibration for offset, gain, and sample-time mismatches between sub-channels. Each sub-channel has a long-time coherent integration structure to coherently integrate the sampled one-bit data. A full layer clearance mechanism that only operates on specific bits of the integrated sums is proposed to overcome the influence of a noise baseline drift on the weak signal detection. Compared with the traditional adaptive threshold, this mechanism has a significantly lower computational complexity. A prototype with three sub-channels performing 1.5 Gs/s sampling is implemented to verify the proposed technique. The results obtained confirm its high sampling rate and noise baseline drift tolerance in weak signal detection.
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