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COMPARATIVE ANALYSIS OF DIGITAL FILTERS FOR ELECTROGASTROGRAPHY (EGG) SIGNAL PREPROCESSING

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Zenodo2025-12-15 更新2026-05-26 收录
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This paper presents a comparative analysis of three digital bandpass filters—Butterworth, Chebyshev Type I, and FIR Hamming window—for enhancing electrogastrography (EGG) signal preprocessing. EGG signals are severely compromised by physiological interference (~0.25 Hz respiration, ~1 Hz cardiac activity) and motion artifacts in the ultra-low-frequency band (0.015–0.15 Hz). Using synthetic EGG signals, filter performance is quantified using signal-to-noise ratio (SNR) improvement. Results demonstrate that FIR Hamming achieves the highest SNR improvement (+16.88 dB), while Butterworth produces the smoothest temporal output suitable for clinical interpretation, and Chebyshev Type I offers optimal computational efficiency. These findings provide practical guidance for filter selection based on clinical diagnostic and machine learning requirements.

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Zenodo
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2025-12-15
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