Title :
Wavelet hardware processing unit for transient signal detection
Author :
Macchi Konrad, Juan Marcos ; De Pasquale, Lorenzo ; Banchieri, Miguel Angel ; Reggiani, Guillermo ; Cayssials, Ricardo ; Ferro, Edgardo
Author_Institution :
Dept. of Electron. Eng., Univ. Nac. del Sur, Bahía Blanca, Argentina
Abstract :
In this paper we propose and analyze a hardware architecture for Discrete Wavelet Transform (DWT) computation. Wavelet transform is a very useful alternative when it is desired to analyze signals with a non-stationary behavior (i.e. frequency spectrum of the signal varies in time). As it happens with the Fast Fourier Transform (FFT), the Discrete Wavelet Transform is a faster alternative that operates on vectors whose length is a power of two. However, even the DWT may be not faster enough when it is implemented as a software algorithm executed by a processor. In this paper, we propose a hardware architecture processing unit of a DAUB4 discrete wavelet transform, compatible with the Altera Avalon Specification. The performance of the processing unit is analyzed for different configuration parameters and FPGA devices.
Keywords :
discrete wavelet transforms; field programmable gate arrays; signal detection; Altera Avalon specification; DAUB4 DWT; FFT; FPGA devices; configuration parameters; discrete wavelet transform computation; fast Fourier transform; frequency spectrum; hardware architecture; nonstationary behavior; software algorithm; transient signal detection; wavelet hardware processing unit; Approximation methods; Decision support systems; Discrete wavelet transforms; Performance analysis; Transient analysis; Wavelet analysis; Discrete Wavelet Transform; NIOS II Processor; Transient Processing;
Conference_Titel :
Programmable Logic (SPL), 2014 IX Southern Conference on
Conference_Location :
Buenos Aires
Print_ISBN :
978-1-4799-6846-6
DOI :
10.1109/SPL.2014.7002200