卫星通信中快速非线性信道RLS均衡算法

A Fast Nonlinear Channel RLS Equalization Algorithm in Satellite Communication

  • 摘要: 幅度相位联合调制(Amplitude Phase Shift Keying, APSK)信号经过卫星信道时容易引起非线性失真,产生码间串扰。为此,本文将Wiener均衡应用于APSK卫星通信中,并提出了一种快速非线性信道递归最小二乘(Nonlinear Channel Recursive Least Squares, NCRLS)均衡算法,在传统NCRLS算法的基础上,建立了遗忘因子与步长因子的关系,推出了变遗忘因子的非线性信道递归最小二乘(Variable Forgetting Factor Nonlinear Channel Recursive Least Squares, VFFNCRLS)均衡算法,有效地提高了收敛速度。仿真结果表明,VFFNCRLS算法有效地纠正了非线性失真信号的星座扭曲和频谱再生,解决了卫星通信系统中有记忆非线性信道失真的问题,相比传统算法,具有较快的收敛速度和较好的稳定性。

     

    Abstract: Amplitude phase shift keying signal could easily cause nonlinear distortion and generate inter symbol interference over satellite channel. To solve the problem, Wiener equalization was applied to APSK satellite communication and a fast nonlinear channel recursive least squares (NCRLS) equalization algorithm was proposed. On the basis of traditional NCRLS algorithm, the relation between forgetting factor and step length factor was established. Furthermore, a new variable forgetting factor nonlinear channel recursive least squares algorithm (VFFNCRLS) was derived, significantly enhanced the convergence speed. The simulation results show that VFFNCRLS algorithm the algorithm can effectively correct constellation warping and spectral regrowth of the nonlinear distortion signal, and also solve the problem of memory nonlinear channel distortion over satellite communication system. Moreover, it has faster convergence speed and better stability when compared with the traditional algorithms.

     

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