Peak Detection Implementation for Real-Time Signal Analysis Based on FPGA

• 作者: Alperen Mustafa Colak Fujio Kurokawa Taito Manabe Yuichiro Shibata
• 来源期刊: 电路与系统(英文)
• 学科: 医学
• 关键词: AMPD Algorithm OFF-LINE Method FPGA PEAK DETECTION
• 年，卷（期）: 2018,（10）
• 页码范围: 148-167
• 页数: 20页
• 分类号: R73

摘要

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.