4.7 Article

Ultrasonic sparse-TFM imaging for a two-layer medium using genetic algorithm optimization and effective aperture correction

Journal

NDT & E INTERNATIONAL
Volume 90, Issue -, Pages 24-32

Publisher

ELSEVIER SCI LTD
DOI: 10.1016/j.ndteint.2017.05.002

Keywords

Total focus method; Sparse array; Genetic algorithm; Effective aperture correction; Two-layer medium

Funding

  1. National Natural Science Foundation of China [51205031, 51505449]
  2. National Research Foundation of Korea [2016R1A2B4013953, 2016M2A2A9A03913683]
  3. National Research Foundation of Korea [2016M2A2A9A03913683] Funding Source: Korea Institute of Science & Technology Information (KISTI), National Science & Technology Information Service (NTIS)

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This paper introduces a sparse total focus method (TFM) as a viable solution to the trade-off between the imaging precision and computational efficiency. A corrected two-layer TFM algorithm is first established; then the element layout in the sparse arrays is optimized by the genetic algorithm to improve the spatial resolution and contrast resolution. Using the effective aperture theory, the weighting functions of the optimized sparse array elements are investigated, and the corrected sparse-TFM algorithm is developed. Experiments are conducted on the side-drilled holes in a wedged specimen. Results indicate that the proposed sparse-TFM can greatly increase the computational efficiency while maintaining a relatively low error.

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