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A 3D Acoustic Temperature Field Reconstruction Algorithm Based on Tikhonov Regularization

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Book cover Advances in Computer Science and Information Engineering

Part of the book series: Advances in Intelligent and Soft Computing ((AINSC,volume 168))

Abstract

A new 3D temperature field reconstruction algorithm based on Tikhonov regularization is proposed. A space surrounded by 32 acoustic sensors is divided into pixels. Four typical temperature field models are reconstructed using the new algorithm for verifying its reconstruction ability. The influence of regularization parameter on detail reconstruction and anti-noise ability are investigated. 3D displays of reconstructed temperature fields and reconstruction errors are given, which shows that the new algorithm is good at reconstructing complex fields.

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References

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Author information

Authors and Affiliations

  1. School of Information Science and Engineering, Shenyang University of Technology, Shenyang, China

    Hua Yan, Kun Li & ShanHui Wang

Authors
  1. Hua Yan
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  2. Kun Li
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  3. ShanHui Wang
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Corresponding author

Correspondence to Hua Yan .

Editor information

Editors and Affiliations

  1. Wuhan Section of ISER Association, Guangshan Road 76, Wuhan, 430072, China, People's Republic

    David Jin

  2. Researcher Association, Guangzhou Section, International Science & Education, Jinheng Road, Jinbi Garden 85-1102 144, Guang Zhou, China, People's Republic

    Sally Lin

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© 2012 Springer-Verlag GmbH Berlin Heidelberg

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Cite this paper

Yan, H., Li, K., Wang, S. (2012). A 3D Acoustic Temperature Field Reconstruction Algorithm Based on Tikhonov Regularization. In: Jin, D., Lin, S. (eds) Advances in Computer Science and Information Engineering. Advances in Intelligent and Soft Computing, vol 168. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-30126-1_58

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  • DOI: https://doi.org/10.1007/978-3-642-30126-1_58

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-30125-4

  • Online ISBN: 978-3-642-30126-1

  • eBook Packages: EngineeringEngineering (R0)

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