Simulation Research on ICEEMDAN Combined with Wavelet Threshold Denoising

This paper uses improved complete ensemble empirical mode decomposition with adaptive noise (ICEEMDAN) combined with wavelet transform to study denoising, and compares different wavelet denoising threshold setting methods (heuristic threshold, fixed threshold, adaptive threshold, maximum and minimum threshold) to study the impact of different methods on the denoising performance indicators. Finally, simulation experiments are used to verify the effectiveness of the method proposed in this paper. The experimental results show that the method proposed in this paper can achieve effective filtering effect, and the heuristic threshold setting method can achieve the best performance indicators among these four methods.

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Publication Details

Published
2025-08-08
DOI
https://doi.org/10.1109/iaeac65194.2025.11166292
Primary Topic
Advanced Sensor and Control Systems
Type
article
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article

Simulation Research on ICEEMDAN Combined with Wavelet Threshold Denoising

Fulong Liu, Lin-Lin Chen
Advanced Sensor and Control Systems
article

Simulation Research on ICEEMDAN Combined with Wavelet Threshold Denoising

Fulong Liu, Lin-Lin Chen
article en

Abstract

This paper uses improved complete ensemble empirical mode decomposition with adaptive noise (ICEEMDAN) combined with wavelet transform to study denoising, and compares different wavelet denoising threshold setting methods (heuristic threshold, fixed threshold, adaptive threshold, maximum and minimum threshold) to study the impact of different methods on the denoising performance indicators. Finally, simulation experiments are used to verify the effectiveness of the method proposed in this paper. The experimental results show that the method proposed in this paper can achieve effective filtering effect, and the heuristic threshold setting method can achieve the best performance indicators among these four methods.

Openalex Percentile: Top 68%
Advanced Sensor and Control Systems
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