Signals are a popular mean of representing information, and signal processing is of great importance. Feature extraction plays a critical role in signal processing, and many approaches have been studies. This article critically reviews these signal feature extraction approaches to provide an overview of feature extraction approaches, to critically address important issues, and compare and contract reported techniques
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