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Multipath channel estimation algorithm for automatic modulation classification using sixth-order cumulants

Multipath channel estimation algorithm for automatic modulation classification using sixth-order cumulants

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An algorithm is described for estimation of multipath fading channels without a priori information on channel characteristics, for application in automatic modulation classification based on normalised sixth-order cumulants. Compared with existing approaches, the proposed algorithm can achieve much better classification accuracy in distinguishing complex-valued modulation techniques. Theoretical analysis is verified via extensive Monte-Carlo simulations.

References

    1. 1)
      • V.D. Orlic , M.L. Dukic . Automatic modulation classification algorithm using higher-order cumulants under real-world channel conditions. IEEE Commun. Lett. , 12 , 917 - 919
    2. 2)
      • H.-C. Wu , M. Saquib , Z. Yun . Novel automatic modulation classification using cumulant features for communications via multipath channels. IEEE Trans. Wirel. Commun. , 8 , 3098 - 3105
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