Visualization of Intrinsic Mode Functions and Residual Signals from Empirical Mode Decomposition

This application is designed to visualize the results of signal decomposition, specifically presenting the individual Intrinsic Mode Functions (IMFs) and residual signals obtained through Empirical Mode Decomposition (EMD), as well as the reconstructed signal synthesized from these components. The program enables users to gain deeper insights into signal characteristics and structure, facilitating further investigation of their physical significance and practical applications. Key implementation features include an adaptive sifting algorithm for IMF extraction and a reconstruction module that sums IMFs with the residual signal to verify decomposition completeness. Additionally, the software supports user-customizable decomposition parameters such as sifting iterations and stopping criteria to accommodate various signal types and analytical requirements. To enhance user experience, comprehensive user manuals and technical support are provided, ensuring prompt resolution of any issues encountered during operation. The interface includes interactive visualization controls for examining IMF frequency content and residual trends through built-in plotting functions.