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Author:

Dou, Hui-Jing (Dou, Hui-Jing.) | Ding, Gang (Ding, Gang.) | Gao, Jia (Gao, Jia.) | Liang, Xiao (Liang, Xiao.)

Indexed by:

EI Scopus

Abstract:

In order to solve the problem that the Direction of Arrival (DOA) estimation of one-dimensional wideband signal needs angle estimation, a DOA estimation algorithm without angle estimation is designed on the basis of bilateral correlation transform algorithm. Firstly, the wideband signal is decomposed into several narrow-band data models at different frequency points by using Discrete Fourier Transform (DFT). Secondly, the narrow-band data at different frequency points are focused on the same reference frequency point by the improved focusing matrix, thus, the narrow-band signal model at a single frequency point is obtained. Finally, the improved array covariance matrix sparse iterative estimation algorithm is used to solve the problem. Theoretical research shows that the proposed method has higher estimation accuracy and resolution than the traditional algorithm under the condition of low SNR and multiple snapshots, and the computational complexity of the algorithm is effectively reduced by combining with compressed sensing theory. The simulation results verify the reliability of the above conclusions. © 2021, Jilin University Press. All right reserved.

Keyword:

Direction of arrival One dimensional Iterative methods Covariance matrix Compressed sensing Discrete Fourier transforms Computational complexity

Author Community:

  • [ 1 ] [Dou, Hui-Jing]Department of Information Science, Beijing University of Technology, Beijing; 100124, China
  • [ 2 ] [Ding, Gang]Department of Information Science, Beijing University of Technology, Beijing; 100124, China
  • [ 3 ] [Gao, Jia]Department of Information Science, Beijing University of Technology, Beijing; 100124, China
  • [ 4 ] [Liang, Xiao]Department of Information Science, Beijing University of Technology, Beijing; 100124, China

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Source :

Journal of Jilin University (Engineering and Technology Edition)

ISSN: 1671-5497

Year: 2021

Issue: 6

Volume: 51

Page: 2237-2245

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 1

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 6

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