Detection of Code Spread OFDM Based on 0-1 Integer Quadratic Programming

被引:0
作者
Elghariani, Ali [1 ]
Zoltowski, Michael D. [1 ]
机构
[1] Purdue Univ, Sch Elect & Comp Engn, W Lafayette, IN 47907 USA
来源
WIRELESS SENSING, LOCALIZATION, AND PROCESSING VII | 2012年 / 8404卷
关键词
CSOFDM; Integer Quadratic Programming; Branch and Bound; MMSE; Computational complexity;
D O I
10.1117/12.918978
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper we introduce Integer Quadratic Programming (MIQP) approach to optimally detect QPSK Code Spread OFDM (CS-OFDM) by formulating the problem as a combinatorial optimization problem. The Branch and Bound (BB) algorithm is utilized to solve this integer quadratic programming problem. Furthermore, we propose combined preprocessing steps that can be applied prior to BB so that the computational complexity of the optimum receiver is reduced. The first step in this combination is to detect as much as possible symbols using procedures presented in [9], which is basically based on the gradient of quadratic function. The second step detects the undetected symbols from the first step using MMSE estimator. The result of the latter step will be used to predict the initial upper bound of the BB algorithm. Simulation results show that the proposed preprocessing combination when applied prior to BB provides optimal performance with a significantly reduced computational complexity.
引用
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页数:9
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