Robust Sparse Bayesian Two-Dimensional Direction-of-Arrival Estimation with Gain-Phase Errors
文献类型：期刊论文
| 作者 | Jin, Xu4; Wang, Xuhu3,4; Hou, Yujun4; Hao, Siyuan2; Wang, Xinjie4; Xu, Zhenhua3; Zhang, Qunfei1 |
| 刊名 | SENSORS
 |
| 出版日期 | 2023-12-01 |
| 卷号 | 23期号:23页码:17 |
| 关键词 | two-dimensional direction-of-arrival (2D DOA) gain-phase errors sparse signal reconstruction sparse Bayesian learning L-shaped array |
| DOI | 10.3390/s23239422 |
| 通讯作者 | Wang, Xuhu(wangxuhu@qut.edu.cn) |
| 英文摘要 | To reduce the influence of gain-phase errors and improve the performance of direction-of-arrival (DOA) estimation, a robust sparse Bayesian two-dimensional (2D) DOA estimation method with gain-phase errors is proposed for L-shaped sensor arrays. The proposed method introduces an auxiliary angle to transform the 2D DOA estimation problem into two 1D angle estimation problems. A sparse representation model with gain-phase errors is constructed using the diagonal element vector of the cross-correlation covariance matrix of two submatrices of the L-shaped sensor array. The expectation maximization algorithm derives unknown parameter expression, which is used for iterative operations to obtain off-grid and signal precision. Using these parameters, a new spatial spectral function is constructed to estimate the auxiliary angle. The obtained auxiliary angle is substituted into a sparse representation model with gain and phase errors, and then the sparse Bayesian learning method is used to estimate the elevation angle of the incident signal. Finally, according to the relationship of the three angles, the azimuth angle can be estimated. The simulation results show that the proposed method can effectively realize the automatic matching of the azimuth and elevation angles of the incident signal, and improves the accuracy of DOA estimation and angular resolution. |
| WOS关键词 | DOA ESTIMATION ; CALIBRATION ; ARRAY |
| 资助项目 | National Natural Science Foundation of China |
| WOS研究方向 | Chemistry ; Engineering ; Instruments & Instrumentation |
| 语种 | 英语 |
| 出版者 | MDPI |
| WOS记录号 | WOS:001116504200001 |
| 源URL | [http://ir.qdio.ac.cn/handle/337002/183998]  |
| 专题 | 中国科学院海洋研究所 |
| 通讯作者 | Wang, Xuhu |
| 作者单位 | 1.Northwest Polytech Univ, Sch Marine Sci & Technol, Xian 710129, Peoples R China 2.Beijing Jiaotong Univ, Sch Software Engn, Beijing 100044, Peoples R China 3.Chinese Acad Sci, Inst Oceanol, Qingdao 266071, Peoples R China 4.Qingdao Univ Technol, Sch Informat & Control Engn, Qingdao 266520, Peoples R China |
| 推荐引用方式 GB/T 7714 | Jin, Xu,Wang, Xuhu,Hou, Yujun,et al. Robust Sparse Bayesian Two-Dimensional Direction-of-Arrival Estimation with Gain-Phase Errors[J]. SENSORS,2023,23(23):17. |
| APA | Jin, Xu.,Wang, Xuhu.,Hou, Yujun.,Hao, Siyuan.,Wang, Xinjie.,...&Zhang, Qunfei.(2023).Robust Sparse Bayesian Two-Dimensional Direction-of-Arrival Estimation with Gain-Phase Errors.SENSORS,23(23),17. |
| MLA | Jin, Xu,et al."Robust Sparse Bayesian Two-Dimensional Direction-of-Arrival Estimation with Gain-Phase Errors".SENSORS 23.23(2023):17. |
入库方式： OAI收割
来源：海洋研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。