电子科技 ›› 2024, Vol. 37 ›› Issue (11): 55-61.doi: 10.16180/j.cnki.issn1007-7820.2024.11.008

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基于改进相位差校正法的高精度码元速率估计

刘生1, 孙梦雨1, 王勤民2   

  1. 1.中原工学院 电子信息学院,河南 郑州 450007
    2.河南工程学院 电气信息工程学院,河南 郑州 451191
  • 收稿日期:2023-04-01 出版日期:2024-11-15 发布日期:2024-11-21
  • 作者简介:刘生(1978-),男,博士,讲师。研究方向:通信信号处理、电子对抗。
    孙梦雨(1997-),女,硕士研究生。研究方向:软件无线电、通信信号处理。
    王勤民(1975-),男,博士,讲师。研究方向:通信信号处理、非协作通信。
  • 基金资助:
    国家自然科学基金(61874072);河南省教育厅重点项目(18A510022)

High-Precision Symbol Rate Estimation Based on Improved Phase Difference Correction Method

LIU Sheng1, SUN Mengyu1, WANG Qinmin2   

  1. 1. School of Electronic Information,Zhongyuan University of Technology,Zhengzhou 450007,China
    2. School of Electrical and Information Engineering,Henan University of Engineering,Zhengzhou 451191,China
  • Received:2023-04-01 Online:2024-11-15 Published:2024-11-21
  • Supported by:
    National Natural Science Foundation of China(61874072);Key Project of Henan Education Department(18A510022)

摘要:

针对非协作通信中的码元速率精确估计等问题,文中在包络平方法的基础上,提出基于改进相位差校正法的高精度码元速率估计算法。该算法通过对比具有最小时移关系的两段序列包络平方谱峰位置一致情况,舍弃受噪声干扰严重导致谱峰位置不一致的序列,并选取谱峰位置一致的两段序列,通过相位差校正法精确估计信号的码元速率。相较于包络平方法,所提算法突破了码元速率估计精度依赖信号采样点数的限制,具有较高的估计精度。仿真实验结果表明,所提算法可在较低信噪比条件下对MPSK(Multiple Phase Shift Keying)、MPAM(Multiple Pulse Amplitude Modulation)和MQAM(Multiple Quadrature Amplitude Modulation)信号码元速率进行精确估计,且相较于现有高精度估计算法,该算法复杂度更低,适合应用于工程实践。

关键词: 非协作通信, 数字调制信号, 码元速率估计, 包络平方谱, Chirp-Z变换, 相位差, 频谱校正, 高精度

Abstract:

In view of the problem of accurate estimation of symbol rate in non-collaborative communication, a high-precision symbol rate estimation algorithm based on the improved phase difference correction method is proposed on the basis of the envelope-square method. The algorithm compares the positions of the peaks of the envelope squared spectra of two sequences with the minimum shift relationship, discards the sequences that are seriously disturbed by noise, and selects the two sequences with the same peak positions to accurately estimate the symbol rate of the signal by the phase-difference correction method. Compared with the envelope-leveling method, this algorithm breaks the limitation that the estimation accuracy of the symbol rate depends on the number of sampling points of the signal, and has a very high estimation accuracy. Simulation experiment results show that the proposed algorithm can achieve accurate estimation of MPSK (Multiple Phase Shift Keying), MPAM (Multiple Pulse Amplitude Modulation) and MQAM (Multiple Quadrature Amplitude Modulation) signal element rates at low signal-to-noise ratios, and the complexity of the proposed algorithm is lower than that of existing high-precision estimation algorithms, making it suitable for application in engineering practice.

Key words: non-collaborative communications, digitally modulated signals, symbol rate estimation, envelope squared spectrum, Chirp-Z transform, phase difference, spectral correction, high accuracy

中图分类号: 

  • TN911