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Publishing Language: Chinese | Open Access

Modulation classification method for OFDM subcarrier under carrier frequency offset

Liwei ZHU1Xiang WANG1Yao WANG1Fenghua WANG1Zhitao HUANG1,2( )
College of Electronic Science and Technology, National University of Defense Technology, Changsha 410073, China
College of Electronic Engineering, National University of Defense Technology, Hefei 230037, China
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Abstract

A modulation recognition algorithm based on signal amplitude distribution and higher-order spectral characteristics was presented. The algorithm mainly utilized the amplitude distribution of orthogonal frequency division multiplexing subcarrier signal after orthogonal demodulation by inverse Fourier transform, realized multiplexing phase shift key and orthogonal amplitude modulation recognition by histogram statistics, and the modulation order in the multiplexing phase shift key class was recognized by multi-spectral analysis. Compared with the classical modulation recognition algorithm based on high-order cumulant, it has better adaptability to carrier frequency residual deviation, and the recognition rate is improved under the condition of carrier frequency offset. Compared with the cyclostationary method, it has better signal-to-noise ratio adaptability. The simulation results show the effectiveness of this method. Under the same recognition rate, the adaptability is improved. The simulation results show the effectiveness of this method.

CLC number: TN911 Document code: A Article ID: 1001-2486(2023)05-131-09

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Journal of National University of Defense Technology
Pages 131-139

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Cite this article:
ZHU L, WANG X, WANG Y, et al. Modulation classification method for OFDM subcarrier under carrier frequency offset. Journal of National University of Defense Technology, 2023, 45(5): 131-139. https://doi.org/10.11887/j.cn.202305015

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Received: 02 September 2021
Published: 28 October 2023
© 2023 Journal of National University of Defense Technology

This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).