YE Li-bing, ZHOU Yuan-ping, XIE Ning. Iterative multistage adaptive Rake receiver for CDMA wireless system[J]. 2005, (6): 49-56.DOI:
一种CDMA循环分级式自适应Rake接收机
摘要
提出了一种新颖的循环分级式自适应Rake接收机(IM)
与目前研究较多的LMMSE算法相比
二者复杂度相当
但IM在接收性能上更为优越
而且避免了LMMSE算法的收敛慢、收敛步长不确定等问题。同时
系统对于辅助向量部分采用了新的约束条件
并提出了一种循环分级优化系统的简化结构
每一级系统参数都只需进行简单的循环迭代计算即可决定
与AV方法相比
其性能相当
但系统的复杂性明显降低。
Abstract
An iterative multistage (IM) adaptive Rake receiver for CDMA wireless communication systems was proposed. In comparison to other algorithms
such as LMMSE algorithm
the IM system has the similar complexity
but it can provide a better performance. Moreover
IM can avoid some problems of LMMSE algorithm
such as slow convergence
uncertainty of step size
and so on. The constraint conditions different from the AV system was adopted and a simplified orthogonal multistage structure was presented to achieve the system optimization which was carried out independently at each stage. The system parameters for each stage can be obtained through a simple iterative procedure
no complicated computation is required. The proposed system gives a reduced computational complexity compared to an AV system with similar performance. The quantitative analysis on system complexity is provided.