A Novel Real-Valued DOA Algorithm Based on Eigenvalue

被引:4
|
作者
Yang, De-Sen [1 ,2 ,3 ]
Chen, Feng [3 ]
Mo, Shi-Qi [1 ,2 ,3 ]
机构
[1] Harbin Engn Univ, Acoust Sci & Technol Lab, Harbin 150001, Peoples R China
[2] Harbin Engn Univ, Minist Ind & Informat Technol, Key Lab Marine Informat Acquisit & Secur, Harbin 150001, Peoples R China
[3] Harbin Engn Univ, Coll Underwater Acoust Engn, Harbin 150001, Peoples R China
关键词
DOA; super-resolution; real-valued processing; algorithm complexity; search range; PERFORMANCE ANALYSIS; MUSIC; ARRAY;
D O I
10.3390/s20010040
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
To solve the high complexity of the subspace-based direction-of-arrival (DOA) estimation algorithm, a super-resolution DOA algorithm is built in this paper. However, in this method, matrix decomposition is required for each search angle. Therefore, in this paper, real-valued processing is used to reduce the scanning range by half, which is less effective in algorithm complexity. The super-resolution algorithm mainly uses the conservation of energy. By exploring the relationship between the covariance matrix and its complex conjugate, we constructed the real-valued matrix and introduced a real-valued searching source to make the operation of the matrix real-valued. Finally, the simulation experiments show that the proposed algorithm not only reduces the spectral search range by half but also has a higher angular resolution than the traditional algorithm.
引用
收藏
页数:16
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