基于USRP的OFDM信号参数估计
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TN911.7

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山西省基础研究计划资助项目(20210302123062)


OFDM signal parameter estimation based on
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    摘要:

    本文针对Alpha稳定分布噪声下正交频分复用(OFDM)信号的参数估计问题,提出了一种基于广义循环谱的载波频率和符号速率联合估计方法。首先,对OFDM信号进行反正切变换及循环平稳分析,建立OFDM的广义循环谱数学模型;然后,分析广义循环谱谱线与OFDM信号载波频率及符号速率之间的关系,通过检测广义循环谱谱线位置实现OFDM信号的参数估计;最后,通用软件无线电外设(USRP)采集得到OFDM信号,使用真实采集I、Q中频信号对本文算法进行验证。实验结果表明,本文算法在Alpha稳定分布噪声下表现出良好的鲁棒性,具有一定的工程实用性。

    Abstract:

    : Aiming at the problem of parameter estimation of orthogonal frequency division multiplexing (OFDM) signals with Alpha stable distributed noise, a joint estimation method of carrier frequency and symbol rate based on generalized cyclic spectrum is proposed in this paper. Firstly, the generalized cyclic spectrum mathematical model of OFDM is established by arctangent transformation and cyclostationary analysis of OFDM signals. Then, the relationship between the generalized cyclic spectral line and the carrier frequency and symbol rate of OFDM signal is analyzed, and the parameter estimation of OFDM signal is realized by detecting the position of generalized cyclic spectral line. Finally, the OFDM signal is collected by USRP, and the algorithm is verified by real acquisition of I and Q intermediate frequency signals. Experimental results show that the proposed algorithm has good robustness under Alpha stable distributed noise and has certain engineering practicability.

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彭东升,孙运强,姚爱琴,等. 基于USRP的OFDM信号参数估计[J]. 科学技术与工程, 2024, 24(36): 15504-15510.
Peng Dongsheng, Sun Yunqiang, Yao Aiqin, et al. OFDM signal parameter estimation based on[J]. Science Technology and Engineering,2024,24(36):15504-15510.

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  • 收稿日期:2024-03-12
  • 最后修改日期:2024-10-17
  • 录用日期:2024-05-02
  • 在线发布日期: 2025-01-02
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