Title :
An efficient VLSI implementation for the 1D convolutional discrete wavelet transform
Author :
Hourani, Ramsey ; Dalal, Ishita ; Davis, W. Rhett ; Doss, C. ; Alexander, Winser
Author_Institution :
Dept. of Electr. & Comput. Eng., North Carolina State Univ., Raleigh, NC
Abstract :
This paper presents an efficient implementation of a convolution-based 1D discrete wavelet transform (DWT). The proposed architecture combines several optimizations that improve the performance of the hardware design in terms of throughput and power dissipation. We designed and analyzed the performance of numerous DWT architectures using pertinent metrics and cost functions that assess the impact of the design optimizations. We synthesized our VLSI architectures using a 0.18 mu standard cell library. The final VLSI design combines polyphase decimated FIR filters to reduce power dissipation, pipelined computational cells for higher throughput, and data-interleaving for lower chip area. An analytical comparison with other existing DWT implementations illustrates a two fold improvement in throughput for the proposed architecture.
Keywords :
FIR filters; VLSI; discrete wavelet transforms; optimisation; 1D convolutional discrete wavelet transform; FIR filters; VLSI; optimizations; Computer architecture; Cost function; Design optimization; Discrete wavelet transforms; Hardware; Libraries; Performance analysis; Power dissipation; Throughput; Very large scale integration;
Conference_Titel :
Circuits and Systems, 2008. MWSCAS 2008. 51st Midwest Symposium on
Conference_Location :
Knoxville, TN
Print_ISBN :
978-1-4244-2166-4
Electronic_ISBN :
1548-3746
DOI :
10.1109/MWSCAS.2008.4616938