ECG De-Noising: A Comparison between EEMD-BLMS and DWT-NN Algorithms

Jensen, Søren ;   Kærgaard, Kevin ;   Puthusserypady, Sadasivan

Tags Adaptive filteringNeural networks in biosignal processing and classificationEmpirical mode decomposition in biosignal analysis

Electrocardiogram (ECG) is a widely used non-invasive method to study the rhythmic activity of the heart and thereby to detect the...

Read More Download this Paper

Estimation of Heart Rate and Heart Rate Variability from Pulse Oximeter Recordings using Localized Model Fitting

Wadehn, Federico ;   Carnal, David ;   Loeliger, Hans-Andrea

Tags Kalman filteringTime-frequency analysis of biosignalsSignal processing in physiological systems

Heart rate variability is one of the key parameters for assessing the health status of a subject’s cardiovascular system. This paper...

Read More Download this Paper

Evaluation of Adaptive Parafac Alogorithms for Tracking of Simulated Moving Brain Sources

Fotouhi, Ardeshir ;   Eqlimi, Ehsan ;   Makki Abadi, Bahador

Tags Blind source separationNonstationary processing of biomedical signalsIndependent component analysis

In this paper, we proposed an online 2D localization method for tracking of dynamic moving brain sources. For this purpose, we used an...

Read More Download this Paper

Power Line Interference Attenuation in Multi-Channel sEMG Signals: Algorithms and Analysis

Soedirdjo, Subaryani Dambawati Harjaya ;   Ullah, Khalil ;   Merletti, Roberto

Tags Signal processing in physiological systemsAdaptive filteringBiomedical simulation involving signal processing

Electromyogram (EMG) recordings are often corrupted by power line interference (PLI) even though the skin is prepared and well-designed...

Read More Download this Paper

Reduction of EEG Artifacts in Simultaneous EEG-FMRI: Reference Layer Adaptive Filtering (RLAF)

Steyrl, David ;   Patz, Franz ;   Krausz, Gunther ;   Edlinger, Günter ;   Müller-Putz, Gernot

Tags Adaptive filtering

Although simultaneous measurement of electroencephalography (EEG) and functional magnetic resonance imaging (fMRI) is one of the most...

Read More Download this Paper

Simple Method for Adaptive Filtering of Motion Artifacts in E-Textile Wearable ECG Sensors

Elboshra, Tamador ;   Andrzej, Sluzek ;   Yapici, Murat Kaya

Tags Adaptive filteringIndependent component analysis

In this paper, we have developed a simple method for adaptive out-filtering of the motion artifact from the electrocardiogram (ECG) obtained...

Read More Download this Paper