High Resolution DoA Estimation Using LWA for MIMO OFDM Millimeter-Wave Systems

被引:1
作者
Zakariyya, Rabiu Sale [1 ]
Lee, Jae-Neung [1 ]
Qaisar, Muhammad Umar F. [1 ]
Mohammed, Umar J. [2 ]
Zhang, Qingfeng [1 ]
机构
[1] Southern Univ Sci & Technol SUSTech, Dept Elect & Elect Engn, Shenzhen 518055, Peoples R China
[2] Univ Elect Sci & Technol UESTC, Sch Automat Engn, Chengdu 610056, Peoples R China
来源
2023 5TH GLOBAL POWER, ENERGY AND COMMUNICATION CONFERENCE, GPECOM | 2023年
基金
中国国家自然科学基金;
关键词
leaky wave antenna (LWA); direction of arrival(DoA) estimation; multiple signal classification (MUSIC); orthogonal frequency-division multiplexing (OFDM);
D O I
10.1109/GPECOM58364.2023.10175692
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 work, a high resolution direction of arrival (DoA) estimation algorithm is proposed for multiple-input multiple-output (MIMO) hybrid millimeter wave (mmWave) systems by employing the base station (BS) with a received beam leaky-wave antenna (LWA). In this scheme, the LWA simultaneously scan its beam to estimate the DoA of each user independently at different scanning angles. The proposed algorithm employs a high-resolution multiple signal classification (MUSIC) algorithm by applying the LWA scanning features and SVD technique to generate the spectrum and derive the Cramer-Rao lower bounds (CRLB) to improve the robustness. We provide a software define radio (SDR) implementation of the proposed scheme. Finally, the simulation results ensures that the proposed DoA algorithm performs efficiently over other DoA with linear array antenna. In addition, the root mean square error (RMSE) shows good performance close approach to CLRB at a modrate signal-to-noise ratio (SNR).
引用
收藏
页码:542 / 547
页数:6
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