Title :
On the FPGA implementation of empirical mode decomposition algorithm using FPGA
Author :
Kose, I. ; Celebi, Adem
Author_Institution :
Isaret ve Goruntu Isleme Laboratuvari(KULIS), Kocaeli Univ., Kocaeli, Turkey
Abstract :
In this paper a single chip hardware architecture for empirical mode decomposition is proposed and implemented on a consumer grade FPGA device. Implementing EMD on a single chip dramatically decreases hardware costs and increases real time processing performance. Proposed hardware architecture has utilized %17 of the LUT resources of a consumer grade FPGA. Even though the proposed architecture operates on single dimensional signals such as EEG, sound etc., it can also be considered for decomposing multidimensional signals such as image, video, hyper spectral images.
Keywords :
computer architecture; field programmable gate arrays; signal processing; EMD; LUT resources; consumer grade FPGA device; empirical mode decomposition; multidimensional signal; single chip hardware architecture; Electroencephalography; Empirical mode decomposition; Field programmable gate arrays; Hardware; Splines (mathematics); Table lookup; EMD; Empirical Mode Decomposition; FPGA; Hardware Architecture; IMF; Intrinsic Mode Function;
Conference_Titel :
Signal Processing and Communications Applications Conference (SIU), 2013 21st
Conference_Location :
Haspolat
Print_ISBN :
978-1-4673-5562-9
Electronic_ISBN :
978-1-4673-5561-2
DOI :
10.1109/SIU.2013.6531466