EFFECTIVE CHANNEL ESTIMATION FOR SPARSE MULTIPATH OFDM SYSTEMS

被引:0
|
作者
Wang, Nina [1 ]
Zhang, Zhi [1 ]
Gui, Guan [2 ,3 ]
Zhang, Ping [1 ]
机构
[1] Beijing Univ Posts & Telecommun, Minist Educ, Key Lab Univ Wireless Commun, Beijing 100876, Peoples R China
[2] Univ Elect Sci & Technol China, Dept Elect Engn, Chengdu 611731, Peoples R China
[3] Tohoku Univ, Dept Elect & Commun Engn, Sendai, Miyagi 9808576, Japan
关键词
compressive sensing; sparse multipath channel; channel estimation; OFDM;
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
Coherent detection and demodulation need channel state information at receivers for orthogonal frequency division multiplexing systems. Conventional channel estimations, such as least squares (LS), are widely adopted under the assumption of rich multipath. Recently, numerous physical measurements have verified that many wireless multipath channels encountered in practice tend to exhibit sparse structures. Exploiting the inherent sparsity, a novel channel estimation method based on compressive sensing is proposed, which reduces the number of pilots so as to improve the bandwidth efficiency. Simulation results confirm that the proposed method has a 5 dB lower mean square error in channel estimation when compared to the conventional approach. In addition, the complexity of the proposed method is acceptable.
引用
收藏
页码:50 / 54
页数:5
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