Title :
Independent Component Analysis Hard-IP integration system on programmable chip (SOPC) platform
Author :
Hung, Shao-Hang ; Chao, Chih-Feng ; Yan, Yu-Chun ; Lin, Bor-Shyh ; Lin, Chin-Teng
Author_Institution :
Inst. of Electr. & Control Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
Abstract :
This paper presented Independent Component Analysis (ICA) Hard-IP integration in System on Programmable Chip (SOPC) platform. The ICA component can discover the main component for original signal in multiple fetching signal sources, and it has been used in biomedical signal processing such as electroencephalogram (EEG) analysis. The proposed system consists of a programmable CPU, ICA processing units, system bus, communication, and display interface. The experimental results showed that the proposed design implemented on Altera DE2 FPGA development board, can achieve real-time signal separation and display at 100 MHz. The whole design consists of 29,640 logic elements.
Keywords :
biomedical electronics; electroencephalography; field programmable gate arrays; independent component analysis; system-on-chip; ICA processing units; biomedical signal processing; display interface; electroencephalogram; field programmable gate arrays; frequency 100 MHz; hard-IP integration; independent component analysis; system bus; system on programmable chip; Independent Component Analysis; System on Programmable Chip(SOPC); electroencephalogram;
Conference_Titel :
TENCON 2010 - 2010 IEEE Region 10 Conference
Conference_Location :
Fukuoka
Print_ISBN :
978-1-4244-6889-8
DOI :
10.1109/TENCON.2010.5686159
