Laser ultrasound signal echoes are easily drowned out by the surrounding environmental noise in industrial field applications, and it is worthwhile to study methods of retaining the weak ultrasound signal during signal processing. To address this problem, this paper proposes to adopt the parameters optimized by the whale optimization algorithm to the variational mode decomposition (VMD) of laser ultrasound signals. The optimized parameters can avoid the frequency mixing and incomplete noise separation caused by the choice of artificial VMD parameters. The Hausdorff distance is applied in the process of reconstructing the signal to help accurately select the relevant modes and improve the signal-to-noise ratio. Simulation and experimental results show that the proposed method is feasible and effective compared with the other three available denoising methods.
机构:
Shanghai Maritime Univ, Logist Engn Coll, Shanghai 200000, Peoples R China
Quzhou Univ, Coll Elect & Informat Engn, Quzhou 324000, Peoples R ChinaShanghai Maritime Univ, Logist Engn Coll, Shanghai 200000, Peoples R China
Wang, Hailun
Wu, Fei
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机构:
Quzhou Univ, Coll Elect & Informat Engn, Quzhou 324000, Peoples R ChinaShanghai Maritime Univ, Logist Engn Coll, Shanghai 200000, Peoples R China
Wu, Fei
Zhang, Lu
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机构:
Quzhou Univ, Coll Elect & Informat Engn, Quzhou 324000, Peoples R China
Southeast Digital Econ Dev Res Inst, Quzhou 324000, Peoples R ChinaShanghai Maritime Univ, Logist Engn Coll, Shanghai 200000, Peoples R China
机构:
School of Mechanical Engineering, Xi′an Jiaotong University, Xi′anSchool of Mechanical Engineering, Xi′an Jiaotong University, Xi′an
Yan J.
Zhao J.
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机构:
School of Automation, Beijing Information Science & Technology University, BeijingSchool of Mechanical Engineering, Xi′an Jiaotong University, Xi′an
Zhao J.
Zi Y.
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h-index: 0
机构:
School of Mechanical Engineering, Xi′an Jiaotong University, Xi′anSchool of Mechanical Engineering, Xi′an Jiaotong University, Xi′an
Zi Y.
Wang C.
论文数: 0引用数: 0
h-index: 0
机构:
School of Mechanical Engineering, Xi′an Jiaotong University, Xi′anSchool of Mechanical Engineering, Xi′an Jiaotong University, Xi′an
Wang C.
Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument,
2023,
44
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