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Acquisition and Semi-Automated Analysis of Respiratory Muscle Surface Electromyography
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High-pass filtering to remove electrocardiographic interference from torso EMG recordings.
M Redfern1, R Hughes, D Chaffin
1Movement Analysis Laboratory, The Eye & Ear Institute of Pittsburgh, The University of Pittsburgh, USA.
Clinical Biomechanics (Bristol, Avon)
|August 7, 2013
Summary
High-pass filtering effectively reduces electrocardiographic (ECG) contamination in electromyographic (EMG) signals from torso muscles. An optimal cut-off frequency of approximately 30 Hz balances ECG removal with signal integrity.
Area of Science:
- Biomedical Engineering
- Neuroscience
- Biomechanics
Background:
- Electromyographic (EMG) signals from torso muscles are crucial for biomechanical models.
- Electrocardiographic (ECG) interference frequently contaminates these EMG recordings.
- High-pass filtering is a common but under-investigated method to reduce ECG contamination.
Purpose of the Study:
- To investigate the impact of high-pass filter cut-off frequencies on EMG signals from torso muscles.
- To determine the optimal cut-off frequency for reducing ECG contamination while preserving EMG signal quality.
Main Methods:
- Surface EMGs were recorded from rectus abdominis, external oblique, and erector spinae muscles in five subjects.
- Signals were digitally high-pass filtered at 10, 30, and 60 Hz.
- Integrated EMG and power analyses were performed on the filtered signals.
Main Results:
- Increasing the cut-off frequency reduced ECG contamination and smoothed the EMG signal.
- Higher cut-off frequencies also decreased the EMG signal amplitude.
- A cut-off frequency of approximately 30 Hz was found to be optimal.
Conclusions:
- High-pass filtering is an effective technique for reducing ECG interference in integrated EMG recordings.
- The choice of cut-off frequency is critical; inappropriate settings can lead to incomplete artifact removal or excessive signal filtering.
- Approximately 30 Hz is recommended as an optimal cut-off frequency for torso muscle EMG analysis.
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