• DocumentCode
    3008302
  • Title

    Development of VHDL model for fixed-point Discrete Wavelet Transform

  • Author

    Ahsan, Md Rezwanul ; Ibrahimy, Muhammad Ibn ; Khalifa, Othman Omran

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Int. Islamic Univ. Malaysia, Kuala Lumpur, Malaysia
  • fYear
    2012
  • fDate
    3-5 July 2012
  • Firstpage
    452
  • Lastpage
    457
  • Abstract
    The wavelet transform is an efficient technique for multi-resolution analysis of non-stationary and fast transient signals. For this reason, wavelet transform has been widely applied in signal analysis through processing, encoding, denoising and encrypting. The objective of this paper is to represent the development process of VHSIC (Very High Speed Integrated Circuit) Hardware Description Language (VHDL) based wavelet transform model. The VHDL model development is based on fixed-point arithmetic. A fixed-point number represents a number which has fixed number of digits after and before of the radix point and of real data type. Discrete Wavelet Transform (DWT) is a method that uses wavelet analyser in which case the signals composed into small pieces preserving both time and frequency properties. Out of the mother wavelet functions family, 2nd order of Daubechies (4-tap) has been widely used in denoising various types of biomedical signals. This research work involves with the VHDL modeling of Daubechies wavelet which is developed by Ingrid Daubechies. The functionality of VHDL model for DWT structure has been tested successfully and its performance level is in the satisfactory region (up to two decimal points of precision).
  • Keywords
    discrete wavelet transforms; encoding; fixed point arithmetic; hardware description languages; signal denoising; DWT; Daubechies wavelet; Ingrid Daubechies; VHDL model; VHSIC; biomedical signals; denoising; encoding; fast transient signals; fixed-point discrete wavelet transform; fixed-point number; hardware description language; multiresolution analysis; signal analysis; very high speed integrated circuit; Computational modeling; Computer architecture; Discrete wavelet transforms; Hardware; Time frequency analysis; Daubechies Wavelet; Discrete Wavelet Transform; Fixed-point Number; Hardware Description Language; Signal Processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Communication Engineering (ICCCE), 2012 International Conference on
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    978-1-4673-0478-8
  • Type

    conf

  • DOI
    10.1109/ICCCE.2012.6271228
  • Filename
    6271228