Presentation 2014-07-30
Time-Frequency Analysis based PSK Modulation Classification
Xu ZHU, Takeo FUJII,
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Abstract(in English) In order to realize improving signal detection probability using interference canceler and multi-system detection techniques in spectrum sharing environment in cognitive radio, it is required to classify the digital modulation type in noisy environment. The previous methods can hardly classify modulation type precisely unless high SNR (signal power to noise power ratio) is provided. To solve this problem, this paper proposes a novel method which is able to achieve the classification of variety phase modulation type. The features of phase shift are extracted by Pseudo Wigner-Ville time-frequency distribution. With the feature obtained above, simulation results indicated that this method offers an accurate classification even under SNR=0dB.
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Keyword(in English) Modulation classification / Time-frequency analysis / synchronization
Paper # SR2014-21
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Committee SR
Conference Date 2014/7/23(1days)
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Language ENG
Title (in Japanese) (See Japanese page)
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Title (in English) Time-Frequency Analysis based PSK Modulation Classification
Sub Title (in English)
Keyword(1) Modulation classification
Keyword(2) Time-frequency analysis
Keyword(3) synchronization
1st Author's Name Xu ZHU
1st Author's Affiliation Advanced Wireless Communication research Center, The University of Electro-Communications()
2nd Author's Name Takeo FUJII
2nd Author's Affiliation Advanced Wireless Communication research Center, The University of Electro-Communications
Date 2014-07-30
Paper # SR2014-21
Volume (vol) vol.114
Number (no) 165
Page pp.pp.-
#Pages 5
Date of Issue