Low-Complexity DOA Estimation via Synthetic Coprime Polarization Sensitive Array with Reduced Mutual Coupling in Nonuniform Noise

To improve the performance of underdetermined direction of arrival (DOA) estimation in the scenario of strong mutual coupling and unknown nonuniform noise, this paper presents a novel coprime polarization sensitive array (PSA) with limited antenna number and proposes a low-complexity DOA estimation...

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Veröffentlicht in:	Circuits, systems, and signal processing Jg. 42; H. 11; S. 6988 - 7003
Hauptverfasser:	Jiang, Guojun, Yang, Yunlong, Yang, Xuguang
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York Springer US 01.11.2023 Springer Nature B.V
Schlagworte:	Algorithms Antenna arrays Antennas Arrays Circuits and Systems Complexity Covariance matrix Dipoles Direction of arrival Electrical Engineering Electronics and Microelectronics Engineering Information science Instrumentation Loop antennas Matched pursuit Methods Mutual coupling Performance enhancement Polarization Reconstruction Short Paper Signal processing Signal,Image and Speech Processing Mutual coupling Polarization sensitive array Direction of arrival estimation Coprime array Nonuniform noise
ISSN:	0278-081X, 1531-5878
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Abstract	To improve the performance of underdetermined direction of arrival (DOA) estimation in the scenario of strong mutual coupling and unknown nonuniform noise, this paper presents a novel coprime polarization sensitive array (PSA) with limited antenna number and proposes a low-complexity DOA estimation method via iterative covariance matrix reconstruction. The proposed synthetic array is composed of two single-polarized subarrays with dipole or loop antennas. Owing to the polarization domain, it can efficiently reduce the mutual coupling between subarrays, which dominates the effect of mutual coupling in the existing coprime arrays. For effectively eliminating the nonuniform noise, the cross-covariance matrix between subarrays is utilized. Based on it, the full aperture and all degrees of freedoms of the difference coarray with holes are obtained, and then, initial DOAs are estimated by using orthogonal matching pursuit algorithm. The oblique projection operators depending on initial DOAs are constructed to fill holes in difference coarray, in order to generate a larger covariance matrix for refined angle estimation. Then, a fast iterative procedure associated with covariance matrix reconstruction is given to achieve final DOA estimation, for further enhancing estimation performance. Theoretical analysis and simulation results verify the effectiveness of the proposed array and method.
AbstractList	To improve the performance of underdetermined direction of arrival (DOA) estimation in the scenario of strong mutual coupling and unknown nonuniform noise, this paper presents a novel coprime polarization sensitive array (PSA) with limited antenna number and proposes a low-complexity DOA estimation method via iterative covariance matrix reconstruction. The proposed synthetic array is composed of two single-polarized subarrays with dipole or loop antennas. Owing to the polarization domain, it can efficiently reduce the mutual coupling between subarrays, which dominates the effect of mutual coupling in the existing coprime arrays. For effectively eliminating the nonuniform noise, the cross-covariance matrix between subarrays is utilized. Based on it, the full aperture and all degrees of freedoms of the difference coarray with holes are obtained, and then, initial DOAs are estimated by using orthogonal matching pursuit algorithm. The oblique projection operators depending on initial DOAs are constructed to fill holes in difference coarray, in order to generate a larger covariance matrix for refined angle estimation. Then, a fast iterative procedure associated with covariance matrix reconstruction is given to achieve final DOA estimation, for further enhancing estimation performance. Theoretical analysis and simulation results verify the effectiveness of the proposed array and method.
Author	Yang, Yunlong Jiang, Guojun Yang, Xuguang
Author_xml	– sequence: 1 givenname: Guojun orcidid: 0000-0001-6133-2058 surname: Jiang fullname: Jiang, Guojun email: jiangguojun@ecust.edu.cn organization: School of Information Science and Engineering, East China University of Science and Technology – sequence: 2 givenname: Yunlong surname: Yang fullname: Yang, Yunlong organization: School of Information Science and Technology, Donghua University – sequence: 3 givenname: Xuguang surname: Yang fullname: Yang, Xuguang organization: School of Information Engineering, Longdong University
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Cites_doi	10.1109/LSP.2018.2872400 10.1109/TSP.2010.2089682 10.1016/j.sigpro.2022.108849 10.1016/j.dsp.2018.04.003 10.1016/j.dsp.2018.02.016 10.1109/LSP.2021.3061272 10.1109/TSP.2016.2558159 10.1109/LSP.2020.3028502 10.1016/j.dsp.2019.102612 10.1109/TSP.2012.2218810 10.1109/JSYST.2021.3134470 10.1016/j.sigpro.2021.108038 10.1109/JSEN.2016.2621057 10.1109/TAP.1986.1143830 10.1109/TSP.2015.2468676 10.1109/78.928686 10.1049/el.2016.3944 10.1109/LCOMM.2020.3029322 10.1109/LSP.2020.3011314 10.1109/TSP.2021.3113468 10.1109/TSP.2008.917364 10.1109/TSP.2005.850882 10.1109/TIT.2007.909108 10.1016/j.sigpro.2021.108344 10.1109/TSP.2015.2393838 10.1049/iet-rsn.2017.0187 10.1109/8.76322 10.1109/JSEN.2019.2905148 10.1109/LAWP.2017.2665591 10.1109/TSP.2017.2736493 10.1109/TAES.2009.4805279 10.1016/j.dsp.2020.102940 10.1109/ICASSP.2013.6638403 10.1109/ChinaSIP.2015.7230501
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Snippet	To improve the performance of underdetermined direction of arrival (DOA) estimation in the scenario of strong mutual coupling and unknown nonuniform noise,...
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SubjectTerms	Algorithms Antenna arrays Antennas Arrays Circuits and Systems Complexity Covariance matrix Dipoles Direction of arrival Electrical Engineering Electronics and Microelectronics Engineering Information science Instrumentation Loop antennas Matched pursuit Methods Mutual coupling Performance enhancement Polarization Reconstruction Short Paper Signal processing Signal,Image and Speech Processing
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Title	Low-Complexity DOA Estimation via Synthetic Coprime Polarization Sensitive Array with Reduced Mutual Coupling in Nonuniform Noise
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