MIMO系统中基于代价函数和排序模式的MMSE SIC检测器
2023,31(1):22-29
摘要：本文针对多输入多输出空间多路复用系统,提出了一种基于代价函数和排序模式的多个并行分支的最小均方误差连续干扰消除检测器；具体而言,设计了选择规则来选择代价函数性能最好的分支,并通过利用不同的检测排序模式使得每个分支中的SIC算法按照信号干扰噪声比由高到低来检测信号,从而实现完全检测分集；为了进一步降低算法的计算复杂度,还提出了一种采用递归最小二乘算法的有效自适应接收机来更新滤波器权值向量；仿真结果表明,相比于现有算法,本文提出的算法不仅具有较低的计算复杂度,而且能获得更好的误码率性能。
关键词：多输入多输出系统;分集增益;连续干扰消除;代价函数;最小均方误差;选择规则;误码率
MMSE SIC Detector Based on Cost function and Ordering Mode
Abstract：In this paper, a minimum mean square error successive interference cancellation(SIC) detector based on multiple parallel branches of cost function(CF) and ordering mode(OM) is proposed for multiple-input multiple-output space multiplexing system. Specifically, a selection rule is designed to select the branch with the best performance of the cost function, and the SIC algorithm in each branch can detect the signal according to the signal-to-interference-plus-noise ratio form high to low by using different detection ordering modes, so as to realize the full detection diversity. In order to further reduce the computational complexity of the algorithm, an effective adaptive receiver Sis proposed to update the filter weight vector using the recursive least squares algorithm. Simulation results show that,compared with the existing algorithms, the proposed algorithm not only has lower computational complexity, but also can obtain better bit error rate performance.
Key words：multiple-input multiple-output system; diversity gain; successive interference cancellation; cost function; minimum mean square error; selection rules; bit error rate
收稿日期：2022-10-11
基金项目：江苏省自然科学基金（No.BK20200805）
