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CLASSIFICATION OF MPSK SIGNALS USING CUMULANT INVARIANTS 被引量:20

CLASSIFICATION OF MPSK SIGNALS USING CUMULANT INVARIANTS
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摘要 A new feature based on higher order statistics is proposed for classification of MPSKsignals, which is invariant with respect to translation (shift), scale and rotation transforms of MPSK signal constellations, and can suppress additive color or white Gaussian noise. Application of the new feature to classification of MPSK signals, at medium signal-to-noise ratio with specified sample size, results in high probability of correct identification. Finally, computer simulations and comparisons with existing algorithms are given. A new feature based on higher order statistics is proposed for classification of MPSK signals, which is invariant with respect to translation (shift), scale and rotation transforms of MPSK signal constellations, and can suppress additive color or white Gaussian noise. Application of the new feature to classification of MPSK signals, at medium signal-to-noise ratio with specified sample size, results in high probability of correct identification. Finally, computer simulations and comparisons with existing algorithms are given.
出处 《Journal of Electronics(China)》 2002年第1期99-103,共5页 电子科学学刊(英文版)
关键词 Higher order statistics Cumulant invariants Modulation classification 高阶统计 累积不变量 MPSK 分级调制
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