EMD+Prony Analysis Program
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Resource Overview
Detailed Documentation
This program utilizes EMD+Prony analysis to process and analyze data signals. The implementation typically involves Empirical Mode Decomposition (EMD) to decompose signals into intrinsic mode functions (IMFs), followed by Prony's method for estimating frequency components and damping factors. The algorithm enables comprehensive analysis of energy fluctuations and frequency characteristics within signals, making it particularly valuable for signal characterization and evaluation. Key functions include IMF extraction through sifting processes, spectral parameter estimation using linear prediction methods, and energy distribution calculations across frequency bands. This approach proves highly effective for data processing and predictive model development, with broad applications expected in various engineering and scientific domains.
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