Title :
Complexity-effective Hilbert-Huang transform (HHT) IP for embedded real-time applications
Author :
Chen, Shyang-Chyun ; Chen, Chao-Chuan ; Guo, Wen-Chi ; Lin, Tay-Jyi ; Yeh, Ching-Wei
Author_Institution :
Dept. of Electr. Eng., Nat. Chung Cheng Univ., Chiayi, Taiwan
fDate :
Jan. 30 2012-Feb. 2 2012
Abstract :
This paper presents a complexity-effective HHT IP for embedded real-time applications. The proposed HHT improves the original empirical mode decomposition (EMD) to reduce the interferences between signal components with filtering, similar to that in the wavelet transform. The IMF and residue signals are compacted to reduce computation and storage. Multirate Hilbert spectral analysis (HSA) is performed to further reduce computations. A prototype of an embedded HHT analyzer has been built to demonstrate the effectiveness.
Keywords :
Hilbert transforms; filtering theory; spectral analysis; complexity-effective Hilbert-Huang transform IP; embedded real-time applications; empirical mode decomposition; multirate Hilbert spectral analysis; Electrocardiography; IP networks; Interference; Prototypes; Real time systems; Spectral analysis; Transforms;
Conference_Titel :
Design Automation Conference (ASP-DAC), 2012 17th Asia and South Pacific
Conference_Location :
Sydney, NSW
Print_ISBN :
978-1-4673-0770-3
DOI :
10.1109/ASPDAC.2012.6164997