基于K均值的PSO聚类算法,光纤无线通信系统中传输性能的研究，ML法能够很好的估计信号的信噪比。- K-means clustering algorithm based on the PSO, Fiber Transmission wireless communication system performance, ML estimation method can be a good signal to noise ratio.