Title :
Discrete wavelet transform implementation based on FPGA
Author :
Juan Li ; Binghua Su ; Yongming Yan ; Caigao Jiang
Author_Institution :
Key Lab. of Photo Electron. Imaging Technol. & Syst., Beijing Inst. of Technol., Beijing, China
Abstract :
In this paper, a semi-cache parallel circuit structure which is based on FPGA process system combined with the existing Mallat discrete wavelet transform algorithm is introduced. The virtex-6 FPGA development board implements this structure in real-time, and the functional modules of DSP48E1 in the virtex-6 serves as the improvement of data accuracy. Modelsim is responsible for simulation of each module unit in Verilog HDL. Compared with the conventional algorithm, this architecture reduces half of the on-chip storage resources. Besides, in comparison with the performance of processing time on OMAP3530, Simulation results demonstrate that this state-of-art method shows more superiority.
Keywords :
cache storage; digital signal processing chips; discrete wavelet transforms; field programmable gate arrays; hardware description languages; image reconstruction; parallel memories; time-frequency analysis; DSP48E1; FPGA process system; Mallat discrete wavelet transform algorithm; OMAP3530; Verilog HDL; image wavelet reconstruction; on-chip storage resources; semicache parallel circuit structure; virtex-6 FPGA development board; FPGA; Verilog HDL language; discrete wavelet transform;
Conference_Titel :
Signal Processing (ICSP), 2012 IEEE 11th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-2196-9
DOI :
10.1109/ICoSP.2012.6491519