Presentation 2004/2/27
Compensation of linear distortions using neural network in digital communications
Hong ZHOU, Takeshi KAWAMURA,
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Abstract(in English) In this paper, we proposed a novel and simple linear distortion compensation scheme utilizing Kohonen's neural network for digital communications. The scheme compensates all linear distortions that exist in the modulator of transmitter and the demodulator of receiver, at the decision stage in the receiver. The compensation process is carried out at the same time of decision process and data transmission. The scheme can compensate not only static but also changing distortions. Computer simulation using QPSK signal in AWGN channels has confirmed the effectiveness of the proposed scheme.
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Keyword(in English) modulator / demodulator / linear distortions / neural network
Paper # WBS2003-138,A・P2003-331,RCS2003-354,MoMuC2003-144,MW2003-300
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Committee WBS
Conference Date 2004/2/27(1days)
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Registration To Wideband System(WBS)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Compensation of linear distortions using neural network in digital communications
Sub Title (in English)
Keyword(1) modulator
Keyword(2) demodulator
Keyword(3) linear distortions
Keyword(4) neural network
1st Author's Name Hong ZHOU
1st Author's Affiliation Dept. of Electronics, Information and Communication, Faculty of Engineering()
2nd Author's Name Takeshi KAWAMURA
2nd Author's Affiliation Dept. of Electronics, Information and Communication, Faculty of Engineering
Date 2004/2/27
Paper # WBS2003-138,A・P2003-331,RCS2003-354,MoMuC2003-144,MW2003-300
Volume (vol) vol.103
Number (no) 676
Page pp.pp.-
#Pages 5
Date of Issue