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自带测试数据,一键运行。每种算法都是单独函数文件,便于管理和调用。
您仅需做:
1.导入自己的数据(请根据数据格式,选择matlab加载的方式)
2.选择分解方法。我们已将这些方法集成,只需要选择方法前面的序号即可运行对应的算法
28种信号分解方法的matlab代码:
1. EMD(经验模态分解,Empirical Mode Decomposition)
2. TVF-EMD(时变滤波的经验模态分解,Time-Varying Filtered Empirical Mode Decomposition)
3. EEMD(集成经验模态分解,Ensemble Empirical Mode Decomposition)
4. VMD(变分模态分解,Variational Mode Decomposition)
5. CEEMDAN(完全自适应噪声集合经验模态分解,Complementary Ensemble Empirical Mode Decomposition with Adaptive Noise)
6. LMD(局部均值分解,Local Mean Decomposition)
7. ITD(固有时间尺度分解,Intrinsic Time Decomposition)
8. SVMD(逐次变分模态分解,Sequential Variational Mode Decomposition)
9. ICEEMDAN(改进的完全自适应噪声集合经验模态分解,Improved Complementary Ensemble Empirical Mode Decomposition with Adaptive Noise)
10. FMD(特征模式分解,Feature Mode Decomposition)
11. REMD(鲁棒经验模态分解,Robust Empirical Mode Decomposition)
12. SGMD(辛几何模态分解,Spectral-Grouping-based Mode Decomposition)
13. RLMD(鲁棒局部均值分解,Robust Intrinsic Time Decomposition)
14. ESMD(极点对称模态分解, extreme-point symmetric mode decomposition)
15. ceemd(互补集合经验模态分解,Complementary Ensemble Empirical Mode Decomposition)
16. SSA(奇异谱分析,Singular Spectrum Analysis)
17. SWD(群分解,Swarm Decomposition)
18. RPSEMD(再生相移正弦辅助经验模态分解,Regenerated Phase-shifted Sinusoids assisted Empirical Mode Decomposition)
19. EWT(经验小波变换,Empirical Wavelet Transform)
20. DWT(离散小波变换,Discraete wavelet transform)
21. WPD(小波包分解,Wavelet Packet Decomposition)
22. MODWT(最大重叠离散小波变换,Maximal Overlap Discrete Wavelet Transform)
23. JMD(Jump Plus Mode Decomposition)
24. RVMD(降阶变分模态分解,Reduced-order variational mode decomposition)
25. MEMD(多元经验模态分解,Multivariate Empirical Mode Decomposition)
26. MVMD(多元变分模态分解,Multivariate Variational Mode Decomposition)
27. MJMD(多元JMD,Jump Plus Mode Decomposition)
28. Adaptive-MEMD(自适应多元经验模态分解,Adaptive Multivariate Empirical Mode Decomposition)
结果展示

