DocumentCode :
1885383
Title :
FPGA implementation of Discrete Wavelet Transform using Distributed Arithmetic Architecture
Author :
Avinash, C.S. ; Alex, John Sahaya Rani
Author_Institution :
Sch. of Electron. Eng., VIT Univ., Chennai, India
fYear :
2015
fDate :
6-8 May 2015
Firstpage :
326
Lastpage :
330
Abstract :
Discrete Wavelet Transform (DWT) is used in signal compression and enhancement applications. DWT could be implemented using recursive Finite Impulse Response (FIR) filtering. DWT is a very effective analysis tool for many practical applications. Due to computational intensive nature because of multiply operations being a part of, real time processing of signals is being a tough task, as the implementations are not optimized. This paper describes implementation of DWT using Distributed Arithmetic Architecture (DAA) on FPGA device and a novel idea for implementation of Decimator function. The Low Pass FIR filters (LPF) and High Pass FIR filters (HPF) used in DWT are implemented using DAA. Simulations and syntheses are done with Virtex-5 XC5VLX20T-2FF323 FPGA device environment. Conventional Multiplier Architecture (CMA) based DWT system makes use of 8 high-cost resource DSP48Es for use of 8 8X8-bit multipliers, whereas DAA based DWT system makes use of only LUT slices. With CMA design, the maximum throughput achieved by the system is 1009.72Mbit/s, whereas DAA based system provides a throughput of 301.761Mbit/s, a metric which restricts DAA based DWT to low speed applications.
Keywords :
FIR filters; discrete wavelet transforms; field programmable gate arrays; high-pass filters; low-pass filters; CMA; DAA; DWT; FIR filtering; FPGA; HPF; LPF; conventional multiplier architecture; decimator function; discrete wavelet transform; distributed arithmetic architecture; finite impulse response filtering; high pass FIR filters; low pass FIR filters; signal compression; signal enhancement; Discrete wavelet transforms; Field programmable gate arrays; Finite impulse response filters; Multiresolution analysis; Table lookup; Daubechies db2 wavelet coefficients; Decimator; Discrete Wavelet Transform; Distributed Arithmetic Architecture; Finite Impulse Response filters; Fixed Point Arithmetic; Look Up Table; Wavelets;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Smart Technologies and Management for Computing, Communication, Controls, Energy and Materials (ICSTM), 2015 International Conference on
Conference_Location :
Chennai
Print_ISBN :
978-1-4799-9854-8
Type :
conf
DOI :
10.1109/ICSTM.2015.7225436
Filename :
7225436
Link To Document :
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