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
Polynomial Complexity Optimal Detection for Oversaturated M-ary Complex-valued Multiple-Access Systems
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论文类型:会议论文
发表时间:2011-12-05
收录刊物:EI、CPCI-S、Scopus
页面范围:447-451
摘要:The optimal multiuser detection (OMD) for binary Multiple-Access (MA) system can be posed as a binary quadratic programming (BQP) which belongs to a nondeter-ministic polynomial-time hard (NP-hard) problem unless the systems have some special structures. While, the OMD for PAM real-valued MA system can be posed as an integer quadratic programming (IQP) which is a problem much more difficult than BQP. Furthermore, the most generalized MA system is the M-ary complex-valued system and the OMD for this system can be posed as a complex-valued integer quadratic programming (CIQP). To the best of our knowledge, the optimal detector with polynomial complexity has never been presented for any nonorthogonal M-ary complex-valued MA system. In this paper, we focus our interests on a certain M-ary complex-valued nonorthogonal MA system with a hierarchical structure of the signature waveform set. The OMD for this system can be posed as a CIQP. By using two properties of the hierarchical signature waveform set, we propose a polynomial complexity detector which can solve this CIQP optimally.