Recursive classification of MQAM signals based on higher order cumulants

TN99; A new feature based on higher order cumulants is proposed for classification of MQAM signals. Theoretical analysis justify that the new feature is invariant with respect to translation (shift), scale and rotation transform of signal constellations, and can suppress color or white additive Gaus...

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Veröffentlicht in:Journal of electronics (China) 2002-07, Vol.19 (3), p.270-275
Hauptverfasser: Chen, Weidong, Yang, Shaoquan
Format: Artikel
Sprache:eng
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Zusammenfassung:TN99; A new feature based on higher order cumulants is proposed for classification of MQAM signals. Theoretical analysis justify that the new feature is invariant with respect to translation (shift), scale and rotation transform of signal constellations, and can suppress color or white additive Gaussian noise. Computer simulation shows that the proposed recursive orderreduction based classification algorithm can classify MQAM signals with any order.
ISSN:0217-9822
1993-0615
DOI:10.1007/s11767-002-0049-4