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MATLAB-based framework for fetal ECG extraction using NLMS adaptive filtering. GA and CSA optimize filter order and step size based on a fitness function that balances wavelet-based SNR and filter complexity.

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fECG-extraction-using-LMS-adaptive-filtering

MATLAB-based framework for fetal ECG extraction using NLMS adaptive filtering. GA and CSA optimize filter order and step size based on a fitness function that balances wavelet-based SNR and filter complexity.

This project uses data from the PhysioNet Non-Invasive Fetal ECG Database (adfecgdb) , which contains abdominal and direct fetal ECG recordings for algorithm evaluation.

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MATLAB-based framework for fetal ECG extraction using NLMS adaptive filtering. GA and CSA optimize filter order and step size based on a fitness function that balances wavelet-based SNR and filter complexity.

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