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MIMO接收端的ITS检测算法

n ITS Detecting Algorithm in MIMO

中文摘要英文摘要

本文主要讨论了一种用于MIMO(多输入多输出天线系统)通信系统接收端的低复杂度检测算法,称为迭代树检测算法(ITS),并且和ZF,MMSE,MAP等检测算法进行了比较分析。这种检测算法的关键在于生成一个性质良好的迭代搜索树。这种迭代树检测方案的优势在于它可以以较低的复杂度提供较好的性能。对于高阶QAM调制,ITS检测器的复杂度可以通过一种称之为多级比特映射的算法而显著降低。本文对这几种检测算法进行了Matlab软件仿真。仿真结果证明了ITS算法的良好性能。

his paper presents a low complexity detection scheme, called Iterative Tree Search (ITS) detection, which is applied to MIMO (Multiple Input Multiple Output) wireless communication systems. ZF, MMSE and MAP detection schemes are also presented in this paper, compared with the ITS scheme. The keypoint of this ITS scheme is to generate a iterative searching tree which is further searched with the aid of M algorithm. The advantage of this ITS scheme is that a good performance can be achieved only at the cost of low complexity,which is different from other detecting schemes. For high-order QAM modulation formats, the complexity of the ITS detector can be further reduced with the aid of a special type of bit-mapping called multi-level bit-mapping. The Matlab simulation results of the several detection schemes are presented in this paper.

韩小博

无线通信通信

MIMO,ITS,信号检测,Matlab仿真

MIMO,ITS,Detection,Matlab

韩小博.MIMO接收端的ITS检测算法[EB/OL].(2007-09-19)[2025-06-03].http://www.paper.edu.cn/releasepaper/content/200709-374.点此复制

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