为了消除共道干扰,在接收端利用多天线提供空间复用是一种有效手段.传统的接收算法必须预先获得准确的信道状态信息(CSI),在很多实际情况下很难满足.为此提出一种基于独立分量分析(ICA)的干扰消除新算法,该算法不需要估计CSI,仅利用接收信号和通信协议固有的已知信息即可提取出期望信号.实验结果表明,所提算法的期望信号信干噪比(SINR)性能与最优线性接收算法非常接近,差距小于0.1dB.
To eliminate co-channel interference, multiple antennas are generally used at receiver to pro- vide spatial multiplexing. Because the traditional methods for receiver need precise channel state information (CSI) , a new interference cancellation method based on independent component analysis (ICA) is proposed. The desired signal is extracted according to the received signals and a few known information of communication protocol, hence the CSI is not necessary. Simulations show that the proposed method is approximate to the best linear receiver in terms of signal-to-interferenee-and-noise-ratio (SINR) , the difference is less than 0. 1 dB.