Joint DOD and DOA Estimation Using Reduced-Capon Method in Bistatic MIMO Array

• Format: Article
• Language: zho
• Published: The Northwestern Polytechnical University 2019-10-01
• Series: Xibei Gongye Daxue Xuebao
• Subjects: bistatic mimo array; direction of departure (dod); direction of arrival (doa); taylor series expansion; capon; joint estimation; dimension reduction; simulation
• Online Access: https://www.jnwpu.org/articles/jnwpu/full_html/2019/05/jnwpu2019375p857/jnwpu2019375p857.html

In order to resolve the problem of joint direction of departure (DOD) and direction of arrival (DOA) estimation in bistatic MIMO array, a dimensional reduced-Capon method based on Taylor series expansion and signal subspace is proposed in this paper. Firstly, the Taylor series expansion of the steering vector is used to reduce the two-dimensional (2D) spectrum peak searching of Capon method to one-dimensional searching. Then, the DOD estimator can be achieved via Lagrange multiplier by one-dimension search. Finally, the steering vector of DOA corresponding to the DOD estimator is achieved and the DOA can be estimated. Hence, the estimated DOD and DOA are obtained automatically paired. And also, the proposed method can avoid the high computational complexity of MIMO Capon method. Simulation results are presented to illustrate the effectiveness of the proposed method.