Title :
Two level 2-DDWT convolution structure for high speed operation using Daubehies wavelet
Author :
Kanth, V. Krushna ; Samundiswary, P.
Author_Institution :
Dept. of Electron. Eng., Pondicherry Univ., Pondicherry, India
Abstract :
The Discrete Wavelet Transform (DWT) has a huge number of applications in science and engineering technology. It is used for signal coding, to represent a discrete signal in a more redundant form, often as a preconditioning for data compression. Practical applications can also be found in signal processing, digital communications and many others. There are several techniques available for DWT like orthogonal, bi-orthogonal, HAAR, Dual-Tree Complex Wavelet Transform, and Newland transform. A multiplier-less based architecture on algebraic integer representation for computing the Daubechies6-tap wavelet transform is used for two level 2D-DWT as wavelet filters in image processing. This architecture improves on previous designs in a way that it minimizes the number of parallel 2-input adder circuits. In this paper the design is implemented for a two-level 2-D decomposition using a Xilinx Virtex-6 xc6vcx75t-2-ff484 field programmable gate array (FPGA) device operating at up to a maximum clock frequency of 344/168 MHz.
Keywords :
algebra; discrete wavelet transforms; encoding; field programmable gate arrays; filtering theory; image processing; DDWT convolution structure; Daubehies wavelet; FPGA device; HAAR; Newland transform; Xilinx Virtex-6; algebraic integer representation; biorthogonal; data compression; digital communications; discrete signal; discrete wavelet transform; dual tree complex wavelet transform; field programmable gate array; high speed operation; image processing; signal coding; signal processing; wavelet filters; Artificial neural networks; Biological system modeling; Complexity theory; Delays; Discrete wavelet transforms; Encoding; Field programmable gate arrays; Algebraic integer encoding; Daubechies wavelets; bi-orthogonal; error-free algorithm; orthogonal; subband coding;
Conference_Titel :
Electrical, Computer and Communication Technologies (ICECCT), 2015 IEEE International Conference on
Print_ISBN :
978-1-4799-6084-2
DOI :
10.1109/ICECCT.2015.7226073