DocumentCode :
3405501
Title :
Implementation of Hilbert-Huang transform (HHT) based on DSP
Author :
Hongsheng, Li ; Zhengqin, Li ; Wenwu, Chen ; Zhao, Zhao
Author_Institution :
Wuhan Technol. Univ., China
Volume :
1
fYear :
2004
fDate :
31 Aug.-4 Sept. 2004
Firstpage :
499
Abstract :
Hilbert-Huang transform (HHT) is a new method for non-stationary and nonlinear data analysis. It has been applied with great success soon after it was first introduced in 1998. Most researches at present are mainly focused on the algorithm itself and its software implementation. However higher processing speed is necessary for realtime signal processing or quasi-realtime signal processing. In our efforts, a hardware-accelerated approach of HHT method based on PC, DSP and PCI technologies is developed. With this approach, the processing time can be reduced to less than one tenth compared with "pure software" ones. In this paper, the basic principle of HHT is briefly reviewed, the hardware and software design considerations are discussed, and some preliminary experimental results are given.
Keywords :
Hilbert transforms; hardware-software codesign; signal processing; DSP; Hilbert-Huang transform; digital signal processing; nonlinear data analysis; nonstationary data analysis; processing speed; quasi-realtime signal processing; Acceleration; Control systems; Digital signal processing; Digital signal processing chips; Frequency; Hardware; Logic circuits; Logic design; NASA; Software algorithms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing, 2004. Proceedings. ICSP '04. 2004 7th International Conference on
Print_ISBN :
0-7803-8406-7
Type :
conf
DOI :
10.1109/ICOSP.2004.1452691
Filename :
1452691
Link To Document :
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