DocumentCode
607805
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
fYear
2013
fDate
24-26 April 2013
Firstpage
1
Lastpage
4
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/SIU.2013.6531466
Filename
6531466
Link To Document