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Baseline wander and power‐line interference elimination of ECG signals using efficient signal‐piloted filtering

Saeed Mian Qaisar

2020Healthcare Technology Letters32 citationsDOIOpen Access PDF

Abstract

A signal-piloted linear phase filtering tactic for removing baseline wander and power-line interference from the electrocardiogram (ECG) signals is suggested. The system is capable of adjusting its parameters by following the incoming signal variations. It renders the processing of lesser samples by inferior order filters. The applicability is demonstrated by using the MIT-BIH ECG database. The precision of the approach is also studied regarding the signal-to-noise ratio (SNR). Results showed that the proposed method achieves a 2.18-fold compression gain and notable computational efficiency over conventional counterpart while securing an analogous output SNR. A comparison of the designed solution is made with the contemporary empirical mode decomposition with Kalman filtering and eigenvalue decomposition based tactics. Results show that the suggested method performs better in terms of output SNR for the studied cases.

Topics & Concepts

Interference (communication)Computer scienceKalman filterHilbert–Huang transformSIGNAL (programming language)Signal-to-noise ratio (imaging)Noise (video)Signal-to-interference ratioPower (physics)Speech recognitionSignal processingAlgorithmLine (geometry)Artificial intelligenceMathematicsTelecommunicationsWhite noiseChannel (broadcasting)GeometryRadarImage (mathematics)PhysicsProgramming languageQuantum mechanicsECG Monitoring and AnalysisCardiac electrophysiology and arrhythmiasPhonocardiography and Auscultation Techniques
Baseline wander and power‐line interference elimination of ECG signals using efficient signal‐piloted filtering | Litcius