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
fDate :
Aug. 30 2011-Sept. 3 2011
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;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6091792