Classification of MPSK signals using cumulant invariants

TN91; 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 fea...

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Veröffentlicht in:Journal of electronics (China) 2002-01, Vol.19 (1), p.99-103
Hauptverfasser: Yang, Shaoquan, Chen, Weidong
Format: Artikel
Sprache:eng
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Zusammenfassung:TN91; 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.
ISSN:0217-9822
1993-0615
DOI:10.1007/s11767-002-0018-y