个人信息Personal Information
教授
博士生导师
硕士生导师
性别:男
毕业院校:大连理工大学
学位:博士
所在单位:信息与通信工程学院
学科:信号与信息处理
办公地点:创新园A528
联系方式:liuwl@dlut.edu.cn
电子邮箱:liuwl@dlut.edu.cn
Performance Analysis of the Iterative Decision Method for Optimal Multiuser Detection
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论文类型:期刊论文
发表时间:2009-09-01
发表刊物:ICIC Express Letters
收录刊物:EI、Scopus
卷号:3
期号:3
页面范围:615-619
摘要:The iterative decision method has been proposed to solve the optimalmultiuser detection (OMD) problem efficiently [6-9]. In contrast to conventionaldetection methods, this method can determine most binary variables of OMDoptimally, rather than approximately, with a low computational complexity.However, the reason that the iterative decision method works so efficiently forOMD has not yet been well established. In this paper, we present a systematicanswer to this question. Invoking the properties of OMD, we prove that theiterative decision method can optimally determine the binary variables of OMDwith a high predictable probability and furthermore, we determine theprobability explicitly in terms of system configurations. These provide solidtheoretical foundations for the justification and efficiency of the iterativedecision method for solving the OMD problem. Since the probability depends onthe configuration parameters in a complex fashion, we also present anapproximation for the probability dependence that can be calculated more easily.ICIC International ? 2009.