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An Efficient Algorithm for Automatic Peak Detection in Noisy Periodic and Quasi-Periodic Signals
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An Efficient Algorithm for Automatic Peak Detection in Noisy Periodic and Quasi-Periodic Signals
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Journal Article
An Efficient Algorithm for Automatic Peak Detection in Noisy Periodic and Quasi-Periodic Signals
2012
Overview
We present a new method for automatic detection of peaks in noisy periodic and quasi-periodic signals. The new method, called automatic multiscale-based peak detection (AMPD), is based on the calculation and analysis of the local maxima scalogram, a matrix comprising the scale-dependent occurrences of local maxima. The usefulness of the proposed method is shown by applying the AMPD algorithm to simulated and real-world signals.
Publisher
MDPI AG
