Patch and monopole antennas in linear coprime arrays for direction of arrival estimation using compressed sensing

被引:3
|
作者
Oweis, Ahmad, I [1 ]
Alawsh, Saleh A. [1 ]
Muqaibel, Ali H. [1 ]
Sharawi, Mohammad S. [2 ]
机构
[1] King Fahd Univ Petr & Minerals, Elect Engn Dept, Dhahran, Saudi Arabia
[2] Polytech Montreal, Elect Engn Dept, Polygrames Res Ctr, Montreal, PQ H3T 1J4, Canada
关键词
antenna radiation patterns; array signal processing; mean square error methods; linear antenna arrays; direction-of-arrival estimation; signal classification; monopole antennas; monopole antenna elements; complex radiation patterns; DOA estimation algorithm; compressed sensing; estimation accuracy; isotropic antennas; physical antennas; multiple signal classification algorithm; MUSIC algorithm; smaller array sizes; direction of arrival estimation; utilised algorithms; antenna array; practical antennas; algorithm performance; nonuniform linear coprime arrays; frequency; 2; 1; GHz; 5; 8; DOA ESTIMATION;
D O I
10.1049/iet-map.2019.0326
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
Original work on direction of arrival (DOA) estimation relied on uniform linear arrays (ULAs) of antennas. Most of the work focused on improving the algorithms and the configuration of the antenna array and overlooked the effects of practical antennas on the algorithm performance. Very limited work studied DOA estimation within the physical limitations of handheld devices. In this work, we introduce three nonuniform linear coprime arrays based on patch and monopole antenna elements operating in 2.1 and 5.8 GHz bands and assess their behaviour in DOA estimation. The complex radiation patterns of the arrays were incorporated in the DOA estimation algorithm using compressed sensing (CS). Estimation accuracy is quantified by the root mean square error (RMSE) and the results are compared with those obtained by using isotropic antennas, showing that physical antennas can introduce up to 8 degrees of error. Simulations were also carried out using the multiple signal classification (MUSIC) algorithm to demonstrate the advantage of CS in coprime arrays. The MUSIC algorithm failed to detect all sources even at maximum SNR. The impact of reducing the fundamental inter-element spacing in coprime arrays below $0.5\lambda $0.5 lambda to achieve smaller array sizes is investigated as well.
引用
收藏
页码:209 / 214
页数:6
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