摘要
采用改进的PASTd子空间跟踪算法实现信号子空间的自适应跟踪。提出一种基于改进的PASTd子空间跟踪的空时多用户检测算法,实现了在不增加任何结构和复杂度的情况下将方向向量随子空间跟踪算法一起求解。使用阵列天线充分利用了不同空间位置带来的空域特征,有效地提高了用户的抗多址干扰能力,成为扩展系统容量的有效途径。仿真实验验证了该算法的优越性。
The improved projection approximation subspace tracking with deflation (PASTd) algorithm is used to estimate the signal subspace adaptively, and a space-time muhiuser detection algorithm based on the improved PASTd subspace tracking is proposed. By the subspace tracking approach, the signal steering vector can be resolved. The proposed approach exploits the spatial characteristics of users, increases the ability against the multiple access interference, and extends the system capacity. Simulation results demonstrate the superiority of the proposed algorithm.
出处
《数据采集与处理》
CSCD
北大核心
2008年第6期702-705,共4页
Journal of Data Acquisition and Processing
基金
博士学科点专项科研基金(20050145019)资助项目
关键词
CDMA
多用户检测
阵列天线
紧缩近似投影子空间跟踪
子空间跟踪
code division multiple access
multiuser detection
array antennas
projection approximation subspace tracking with deflation (PASTd)
subspace tracking