Fast DOA estimation in the spectral domain and its applications

This paper presents a direction of arrival (DOA) estimation method. Spectral-domain interferometer equation is first established based on integral transforms of spatial interferometer equations. The direction finding problem in the spatial domain is thereby mapped to that in the spectral domain, rel...

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Main Authors: Zuo, Le, Pan, Jin, Ma, Boyuan
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2018
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Online Access:https://hdl.handle.net/10356/89138
http://hdl.handle.net/10220/46183
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-891382020-04-22T08:23:34Z Fast DOA estimation in the spectral domain and its applications Zuo, Le Pan, Jin Ma, Boyuan School of Electrical and Electronic Engineering Asian Media Information and Communication Centre DRNTU::Engineering::Electrical and electronic engineering Accuracy Enhancement Direction Of Arrivalestimation(DOA) This paper presents a direction of arrival (DOA) estimation method. Spectral-domain interferometer equation is first established based on integral transforms of spatial interferometer equations. The direction finding problem in the spatial domain is thereby mapped to that in the spectral domain, relating angular parameters to spatial spectrums. This method is then applied to DOA estimation with circular arrays and spherical arrays. As a result, the elevation angle and azimuth angle are decoupled, giving closed-form and analytical formulae for DOA estimations by discrete phase samples on a sampling aperture. Algebraic relations between angular parameters and phase samples are established, and this method is hence computationally efficient. The Cramer-Rao lower bound (CRLB) of the proposed method is derived, and accuracy analysis demonstrates that the proposed method approaches the CRLB. In addition, mathematical insights into accuracy enhancement by large number of samples are observed via Parseval’s theorem. Finally, numerical simulations and experimental measurements are provided to verify the effectiveness and appealing performance of the proposed method. Published version 2018-10-02T08:20:02Z 2019-12-06T17:18:43Z 2018-10-02T08:20:02Z 2019-12-06T17:18:43Z 2018 Journal Article Zuo, L., Pan, J., & Ma, B. (2018). Fast DOA estimation in the spectral domain and its applications. Progress In Electromagnetics Research, 66, 73-85. doi:10.2528/PIERM18011102 https://hdl.handle.net/10356/89138 http://hdl.handle.net/10220/46183 10.2528/PIERM18011102 en Progress In Electromagnetics Research © 2018 EMW Publishing. This paper was published in Progress in Electromagnetics Research M and is made available as an electronic reprint (preprint) with permission of EMW Publishing. The published version is available at: [dx.doi.org/10.2528/PIERM18011102]. One print or electronic copy may be made for personal use only. Systematic or multiple reproduction, distribution to multiple locations via electronic or other means, duplication of any material in this paper for a fee or for commercial purposes, or modification of the content of the paper is prohibited and is subject to penalties under law. 13 p. application/pdf
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic DRNTU::Engineering::Electrical and electronic engineering
Accuracy Enhancement
Direction Of Arrivalestimation(DOA)
spellingShingle DRNTU::Engineering::Electrical and electronic engineering
Accuracy Enhancement
Direction Of Arrivalestimation(DOA)
Zuo, Le
Pan, Jin
Ma, Boyuan
Fast DOA estimation in the spectral domain and its applications
description This paper presents a direction of arrival (DOA) estimation method. Spectral-domain interferometer equation is first established based on integral transforms of spatial interferometer equations. The direction finding problem in the spatial domain is thereby mapped to that in the spectral domain, relating angular parameters to spatial spectrums. This method is then applied to DOA estimation with circular arrays and spherical arrays. As a result, the elevation angle and azimuth angle are decoupled, giving closed-form and analytical formulae for DOA estimations by discrete phase samples on a sampling aperture. Algebraic relations between angular parameters and phase samples are established, and this method is hence computationally efficient. The Cramer-Rao lower bound (CRLB) of the proposed method is derived, and accuracy analysis demonstrates that the proposed method approaches the CRLB. In addition, mathematical insights into accuracy enhancement by large number of samples are observed via Parseval’s theorem. Finally, numerical simulations and experimental measurements are provided to verify the effectiveness and appealing performance of the proposed method.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Zuo, Le
Pan, Jin
Ma, Boyuan
format Article
author Zuo, Le
Pan, Jin
Ma, Boyuan
author_sort Zuo, Le
title Fast DOA estimation in the spectral domain and its applications
title_short Fast DOA estimation in the spectral domain and its applications
title_full Fast DOA estimation in the spectral domain and its applications
title_fullStr Fast DOA estimation in the spectral domain and its applications
title_full_unstemmed Fast DOA estimation in the spectral domain and its applications
title_sort fast doa estimation in the spectral domain and its applications
publishDate 2018
url https://hdl.handle.net/10356/89138
http://hdl.handle.net/10220/46183
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