Journal
DIGITAL SIGNAL PROCESSING
Volume 123, Issue -, Pages -Publisher
ACADEMIC PRESS INC ELSEVIER SCIENCE
DOI: 10.1016/j.dsp.2022.103437
Keywords
MIMO radar; Direction-of-arrival (DOA) estimation; Real-valued computation; Reduced-dimensional MUSIC; Root-MUSIC
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Funding
- National Natural Science Foundation of China [61871149, 61971158, 62171150]
- Shandong Provincial Natural Science Foundation [ZR2020YQ46]
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This study proposes a novel algorithm based on real-valued polynomial roots for direction of arrival (DOA) estimation in monostatic multiple-input multiple-output (MIMO) radar. The algorithm utilizes trigonometry multiple angles formula and variable substitution techniques to convert the original complex steering vector into a real one. The numerical simulations demonstrate that this transformation provides similar performance to the conventional methods with significantly reduced complexity.
A novel real-valued polynomial rooting-based (RV-root-MUSIC) algorithm is proposed for efficient DOA estimation in monostatic MIMO radar. RV-root-MUSIC exploits the trigonometry multiple angles formula and variable substitution technique without transformation approximations to convert the original complex steering vector into a real one with respect to the cosine and sine functions. As such, RV root-MUSIC implements the real-valued computation for both tasks of EVD and the polynomial rooting since the coefficients of polynomial are real. Numerical simulations are applied to demonstrate that with significantly reduced complexity, such trigonometry transformation is able to provide the similar performances as compared to the conventional root-MUSIC and U-root-MUSIC. (C)& nbsp;2022 Elsevier Inc. All rights reserved.
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