Hybrid Beamforming Based on OMP Algorithm for Massive MIMO Systems

doi:10.13190/j.jbupt.2018-194

JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOM ›› 2018, Vol. 41 ›› Issue (5): 153-158.doi: 10.13190/j.jbupt.2018-194

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Hybrid Beamforming Based on OMP Algorithm for Massive MIMO Systems

CHENG Zhen-qiao, WEI Zai-xue, YHANG Hong-wen

School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing 100876, China

Received:2018-08-11 Online:2018-10-28 Published:2018-11-20

Abstract

Abstract: In order to achieve reliable communication with low time overhead and hardware cost in multiple-input multiple-output (MIMO) systems, hybrid beamforming based on orthogonal matching pursuit algorithm(OMP) is implemented, and low-overhead hardware constraint is considered. The performance of the hybrid beamforming system with the number of radio frequency(RF) chains and the accuracy of shifters is studied. And compare it with the performance of digital beamforming. The simulation results show that the performance of hybrid beamforming can approach the performance of digital beamforming system with less RF links and lower phase shifter accuracy.

Key words: multiple-input multiple-output, beamforming, low hardware cost, orthogonal matching pursuit

CLC Number:

TN929.53

CHENG Zhen-qiao, WEI Zai-xue, YHANG Hong-wen. Hybrid Beamforming Based on OMP Algorithm for Massive MIMO Systems[J]. JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOM, 2018, 41(5): 153-158.

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Hybrid Beamforming Based on OMP Algorithm for Massive MIMO Systems

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