Orthogonal Approximate Message Passing for GFDM Detection

被引:0
|
作者
Zhang, Suchun [1 ]
Wen, Chao-Kai [2 ]
Takeuchi, Keigo [3 ]
Jin, Shi [1 ]
机构
[1] Southeast Univ, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
[2] Natl Sun Yat Sen Univ, Inst Commun Engn, Kaohsiung 804, Taiwan
[3] Toyohashi Univ Technol, Dept Elect & Elect Informat Engn, Toyohashi, Aichi 4418580, Japan
基金
美国国家科学基金会; 中国国家自然科学基金;
关键词
SYSTEMS;
D O I
暂无
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
Generalized frequency division multiplexing (GFDM) is proposed as a candidate waveform to tackle new challenges posed on the physical layer for the fifth generation of wireless communication systems. In this paper, we propose a highly efficient algorithm for GFDM data detection on the basis of orthogonal approximate message passing (OAMP). We further combine with the conjugate gradient method and the approximate diagonalization of the equivalent channel matrix to significantly reduce the complexity engendered by matrix inverse operations in OAMP. Numerical simulations show that the proposed algorithm performs closely similar to the optimal performance at reduced computational costs in GFDM signal detection.
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页数:5
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