基于FPGA的实时信号分析峰值检测实现

A. Çolak, Taito Manabe, Y. Shibata, F. Kurokawa
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引用次数: 2

摘要

本文研究了一种基于改进的自动多尺度场检测(AMPD)算法和现场可编程门阵列(FPGA)技术对时间序列数据进行实时峰值检测的方法,并在测试了几种尺度后强调了最佳尺度。为了验证改进算法的结果,将其与原始AMPD方法的结果进行了比较。作为本研究的数据,使用了发电站的三相电压值。尝试在不同尺度下对相间电压值进行详细的检测灵敏度分析。此外,针对离线模式对原始算法进行了测试,以获得实时峰值点检测的最佳缩放。结果表明,改进算法实现的数据序列最小点和最大点的峰值检测与原始AMPD算法的结果非常接近。
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Peak Detection Implementation for Real-Time Signal Analysis Based on FPGA
In this paper a real-time peak detection method based on modified Automatic Multiscale Field Detection (AMPD) algorithm and Field Programmable Gate Arrays (FPGA) technologies of a time series data is studied, and optimum scaling is highlighted after testing several scales. To validate the results obtained from modified algorithm, they are compared with the results of original AMPD method. As data of this study, three-phase voltage values of a power station are used. A detail detective sensitivity analysis of phase-to-phase voltage values is tried at different scales. Moreover, the original algorithm is tested regarding the off-line mode to obtain optimum scaling for real-time peak point detection. It is concluded that the peak detection of minimum and maximum points of data series achieved by modified algorithm is very close to the results of original AMPD algorithm.
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