Title :
Comparison of a programmable DSP and FPGA implementation for a wavelet-based denoising algorithm
Author :
Montani, Matteo ; De Marchi, Luca ; Marcianesi, Andrea ; Speciale, Nicolo
Author_Institution :
DEIS, Univ. of Bologna
Abstract :
In this work the authors presented a field programmable gate array (FPGA) and a digital signal processor (DSP) implementations of an algorithm for real-time signal detection and denoising based on undecimated (stationary) wavelet packet transform (SWPT). The performance was compared in terms of operating clock frequencies, power consumption and signal-to-noise-ratio (SNR) due to finite word-length effects using a fixed-point arithmetics in the FPGA and floating-point in DSP. Finally the possibility of reconfiguration and extension is considered
Keywords :
digital signal processing chips; discrete wavelet transforms; field programmable gate arrays; signal denoising; FPGA implementation; digital signal processor; field programmable gate array; programmable DSP; signal detection; wavelet based denoising algorithm; wavelet packet transform; Clocks; Digital signal processing; Digital signal processors; Field programmable gate arrays; Frequency; Noise reduction; Signal detection; Signal processing algorithms; Wavelet packets; Wavelet transforms;
Conference_Titel :
Circuits and Systems, 2003 IEEE 46th Midwest Symposium on
Conference_Location :
Cairo
Print_ISBN :
0-7803-8294-3
DOI :
10.1109/MWSCAS.2003.1562358