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