Literature DB >> 27733925

Code generator for implementing dual tree complex wavelet transform on reconfigurable architectures for mobile applications.

Ferhat Canbay1, Vecdi Emre Levent2, Gorkem Serbes3, H Fatih Ugurdag4, Sezer Goren5, Nizamettin Aydin1.   

Abstract

The authors aimed to develop an application for producing different architectures to implement dual tree complex wavelet transform (DTCWT) having near shift-invariance property. To obtain a low-cost and portable solution for implementing the DTCWT in multi-channel real-time applications, various embedded-system approaches are realised. For comparison, the DTCWT was implemented in C language on a personal computer and on a PIC microcontroller. However, in the former approach portability and in the latter desired speed performance properties cannot be achieved. Hence, implementation of the DTCWT on a reconfigurable platform such as field programmable gate array, which provides portable, low-cost, low-power, and high-performance computing, is considered as the most feasible solution. At first, they used the system generator DSP design tool of Xilinx for algorithm design. However, the design implemented by using such tools is not optimised in terms of area and power. To overcome all these drawbacks mentioned above, they implemented the DTCWT algorithm by using Verilog Hardware Description Language, which has its own difficulties. To overcome these difficulties, simplify the usage of proposed algorithms and the adaptation procedures, a code generator program that can produce different architectures is proposed.

Keywords:  C language; DTCWT algorithm; PIC microcontroller; Verilog; Xilinx; code generator program; dual tree complex wavelet transform; embedded-system approach; field programmable gate array; field programmable gate arrays; generator DSP design tool; hardware description language; hardware description languages; high-performance computing; medical signal processing; mobile applications; mobile computing; multichannel real-time application; personal computer; wavelet transforms

Year:  2016        PMID: 27733925      PMCID: PMC5048331          DOI: 10.1049/htl.2016.0034

Source DB:  PubMed          Journal:  Healthc Technol Lett        ISSN: 2053-3713


  5 in total

Review 1.  Heart rate monitoring: applications and limitations.

Authors:  Juul Achten; Asker E Jeukendrup
Journal:  Sports Med       Date:  2003       Impact factor: 11.136

2.  Denoising embolic Doppler ultrasound signals using Dual Tree Complex Discrete Wavelet Transform.

Authors:  Gorkem Serbes; Nizamettin Aydin
Journal:  Annu Int Conf IEEE Eng Med Biol Soc       Date:  2010

3.  Field programmable gate arrays implementation of Dual Tree Complex Wavelet Transform.

Authors:  Ferhat Canbay; Vecdi Emre Levent; Gorkem Serbes; Sezer Goren; Nizamettin Aydin
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2015

4.  Denoising performance of modified dual-tree complex wavelet transform for processing quadrature embolic Doppler signals.

Authors:  Gorkem Serbes; Nizamettin Aydin
Journal:  Med Biol Eng Comput       Date:  2013-09-19       Impact factor: 2.602

5.  Embolic Doppler ultrasound signal detection using discrete wavelet transform.

Authors:  Nizamettin Aydin; Farokh Marvasti; Hugh S Markus
Journal:  IEEE Trans Inf Technol Biomed       Date:  2004-06
  5 in total

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