Table 1 Signals joint denoising algorithms with ICEEMDAN.
From: ICEEMDAN–RPE–AITD algorithm for magnetic field signals of magnetic targets
Years | Signals | Decomposition | IMFs classify | Denoise | Evaluation index |
|---|---|---|---|---|---|
202517 | Second harmonic signals | ICEEMDAN | PE | WTD | Output SNR increase 490dB |
202518 | Near-infrared spectroscopy | CPO-ICEEMDAN | CC | NA | Output R2 increase 0.04–0.07, RMSE reduce 0.05–0.08 |
202521 | Vibration signals | ICEEMDAN | DTW | NA | NA |
202422 | Gearbox vibration signals | ICEEMDAN | MPE | AWTD | NA |
202423 | Inertial sensors signal | ICEEMDAN | PFE | NA | Output SNR increase 84–230 dB |
202424 | Vibration signals | ICEEMDAN | SE | IWTD | Output SNR increase 18 dB |
202425 | Non-stationary non-Gaussian noise | ICEEMDAN | DE-PSE-MRLS | AGF | NA |
202426 | φ-OTDR signal | ICEEMDAN | TLGMCC | WTD | NRR increase 72 dB |
202419 | Pipeline intrusion signals | ICEEMDAN | FE | AITD | Output SNR increase 6 dB |
202427 | Ultra-supercritical thermal power units’ signals | ICEEMDAN | PCA-FBD | NA | NA |
202428 | Rolling bearings signals | MFCOA-ICEEMDAN | PE | WTD | NA |
202429 | Eddy current detection signals | ICEEMDAN | PSD | NLMS | Output SNR increase 4 dB |
20233 | Near-seafloor geomagnetic field signals | ICEEMDAN | CMSE | AITD | Inner coincidence accuracy increase to ± 1.417 nT |
