Presentation 2008-08-29
Implementation of the Independet Component Analysis Processing Circuit for the Radio Signals Using FPGA
Toshinori INOMOTO, Hidehisa SHIOMI, Yasuyuki OKAMURA,
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Abstract(in English) Blind estimation technology is very useful for an adaptive array antenna, a MIMO communication system and cognitive wireless communication system. Independent component analysis (ICA) which is studied briskly in the field of image processing or signal processing, is convenient means because there are few restrictions of previous knowledge. In this report, FPGA implements a part of processing of the complex value fastICA which is a way method of ICA. The transmission signal of uniform distribution was separated in the wireless communications system of 4 transmission 4 reception. High-speed processing was realized compared with the simulation in PC. Realization of a real-time operation is also considered by adding improvement from now on.
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Keyword(in English) FPGA / Independent Component Analysis / Blind Signal Separation
Paper # MW2008-92
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Committee MW
Conference Date 2008/8/21(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Implementation of the Independet Component Analysis Processing Circuit for the Radio Signals Using FPGA
Sub Title (in English)
Keyword(1) FPGA
Keyword(2) Independent Component Analysis
Keyword(3) Blind Signal Separation
1st Author's Name Toshinori INOMOTO
1st Author's Affiliation Graduate School of Engineering Science, Osaka University()
2nd Author's Name Hidehisa SHIOMI
2nd Author's Affiliation Graduate School of Engineering Science, Osaka University
3rd Author's Name Yasuyuki OKAMURA
3rd Author's Affiliation Graduate School of Engineering Science, Osaka University
Date 2008-08-29
Paper # MW2008-92
Volume (vol) vol.108
Number (no) 195
Page pp.pp.-
#Pages 6
Date of Issue