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

fYear

2010

fDate

21-24 Nov. 2010

Firstpage

1705

Lastpage

1709

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;

fLanguage

English

Publisher

ieee

Conference_Titel

TENCON 2010 - 2010 IEEE Region 10 Conference

Conference_Location

Fukuoka

ISSN

pending

Print_ISBN

978-1-4244-6889-8

Type

conf

DOI

10.1109/TENCON.2010.5686159

Filename

5686159