Open Access
ARTICLE
Generalized Array Architecture with Multiple Sub-Arrays and Hole-Repair Algorithm for DOA Estimation
Sheng Liu1, *, Hailin Cao2, Decheng Wu2, Xiyuan Chen3
1 School of Data Science, Tongren University, Tongren, 554300, China
2 Laboratory of Aerocraft Tracking Telemetering Command and Communication, Chongqing University, Chongqing, 400044, China.
3 Department of Mechanical Engineering, Stanford University, Stanford, 94305, USA.
* Corresponding Author: Sheng Liu. Email: .
Computers, Materials & Continua 2020, 64(1), 589-605. https://doi.org/10.32604/cmc.2020.09964
Received 31 January 2020; Accepted 29 February 2020; Issue published 20 May 2020
Abstract
Arranging multiple identical sub-arrays in a special way can enhance degrees
of freedom (DOFs) and obtain a hole-free difference co-array (DCA). In this paper, by
adjusting the interval of adjacent sub-arrays, a kind of generalized array architecture with
larger aperture is proposed. Although some holes may exist in the DCA of the proposed
array, they are distributed uniformly. Utilizing the partial continuity of the DCA, an
extended covariance matrix can be constructed. Singular value decomposition (SVD) is
used to obtain an extended signal sub-space, by which the direction-of-arrival (DOA)
estimation algorithm for quasi-stationary signals is given. In order to eliminating angle
ambiguity caused by the holes of DCA, the estimation of signal parameters via rotational
invariance techniques (ESPRIT) is used to construct a matrix that includes all angle
information. Utilizing this matrix, a secondary extended signal sub-space can be obtained.
This signal sub-space is corresponding to a hole-free DCA. Then, dealing with the further
extended signal sub-space by multiple signal classification (MUSIC) algorithm, the
unambiguous DOAs of all incident signals can be estimated. Some simulation results are
shown to prove the improved performance of proposed generalized array architecture in
DOA estimation and the effectiveness of corresponding hole-repair algorithm in
eliminating angle ambiguity.
Keywords
Cite This Article
S. Liu, H. Cao, D. Wu and X. Chen, "Generalized array architecture with multiple sub-arrays and hole-repair algorithm for doa estimation,"
Computers, Materials & Continua, vol. 64, no.1, pp. 589–605, 2020.
Citations