DocumentCode
2417644
Title
FPGA realization of an automatic wheeze detector based on wavelet filter bank
Author
Chang, Gwo-Ching
Author_Institution
Dept. of Inf. Eng., I-Shou Univ., Kaohsiung, Taiwan
fYear
2009
fDate
25-28 May 2009
Firstpage
832
Lastpage
833
Abstract
This study presents the design, simulation and implementation of a portable wheeze detector based on a four-level Daubechies 4-tap orthogonal wavelet filter bank. The proposed wavelet filter bank is applied to decompose the lung sounds into different frequency bands. The relative wavelet energy of the fourth high-pass level wavelet decomposition is used as an indicator to identify wheezing episodes. The simulation results indicate that the relative wavelet energy is capable of providing feasible performance in recognizing wheeze sounds. Afterward the wavelet filter bank is realized using the lattice filter architecture. The architecture is implemented using field programmable gate array technology.
Keywords
adaptive filters; discrete wavelet transforms; field programmable gate arrays; Daubechies 4-tap filter bank; FPGA realization; automatic wheeze detector; field programmable gate array; orthogonal wavelet filter bank; wavelet decomposition; Acoustical engineering; Consumer electronics; Detectors; Discrete wavelet transforms; Field programmable gate arrays; Filter bank; Frequency; Lattices; Low pass filters; Lungs; FPGA; wavelet filter bank; wheeze detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Consumer Electronics, 2009. ISCE '09. IEEE 13th International Symposium on
Conference_Location
Kyoto
Print_ISBN
978-1-4244-2975-2
Electronic_ISBN
978-1-4244-2976-9
Type
conf
DOI
10.1109/ISCE.2009.5157046
Filename
5157046
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