DocumentCode
2502077
Title
Cubic spline interpolation with overlapped window and data reuse for on-line Hilbert Huang transform biomedical microprocessor
Author
Chang, Nai-Fu ; Chiang, Cheng-Yi ; Chen, Tung-Chien ; Chen, Liang-Gee
Author_Institution
DSP/IC Design Lab., Nat. Taiwan Univ., Taipei, Taiwan
fYear
2011
fDate
Aug. 30 2011-Sept. 3 2011
Firstpage
7091
Lastpage
7094
Abstract
On-chip implementation of Hilbert-Huang transform (HHT) has great impact to analyze the non-linear and non-stationary biomedical signals on wearable or implantable sensors for the real-time applications. Cubic spline interpolation (CSI) consumes the most computation in HHT, and is the key component for the HHT processor. In tradition, CSI in HHT is usually performed after the collection of a large window of signals, and the long latency violates the realtime requirement of the applications. In this work, we propose to keep processing the incoming signals on-line with small and overlapped data windows without sacrificing the interpolation accuracy. 58% multiplication and 73% division of CSI are saved after the data reuse between the data windows.
Keywords
Hilbert transforms; biomedical electronics; interpolation; medical signal processing; microprocessor chips; splines (mathematics); cubic spline interpolation; data reuse; data windows; incoming signal on-line processing; on-line Hilbert Huang transform biomedical microprocessor; overlapped window; Algorithm design and analysis; Electroencephalography; Interpolation; Signal processing algorithms; Silicon; Spline; System-on-a-chip; Algorithms; Animals; Biomedical Engineering; Electroencephalography; Equipment Design; Humans; Microcomputers; Models, Statistical; Monitoring, Ambulatory; Oscillometry; Rats; Reproducibility of Results; Signal Processing, Computer-Assisted; Transducers;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location
Boston, MA
ISSN
1557-170X
Print_ISBN
978-1-4244-4121-1
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2011.6091792
Filename
6091792
Link To Document