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Optimization of MIMO Radar Antenna Arrays for Precise and Reliable 2D Direction-of-Arrival Estimation

  • Multiple-input multiple-output (MIMO) radar systems enhance two-dimensional (2D) direction-of-arrival (DOA) estimation through virtual arrays. However, their performance depends on optimizing the array geometry for both accuracy and robustness. This paper introduces a method for optimizing MIMO arrays by integrating the Cramér-Rao Bound (CRB) and angular ambiguity function (AF) analysis, as bothMultiple-input multiple-output (MIMO) radar systems enhance two-dimensional (2D) direction-of-arrival (DOA) estimation through virtual arrays. However, their performance depends on optimizing the array geometry for both accuracy and robustness. This paper introduces a method for optimizing MIMO arrays by integrating the Cramér-Rao Bound (CRB) and angular ambiguity function (AF) analysis, as both metrics critically contribute to DOA estimation performance. In this work, the CRB is minimized to enhance local estimation accuracy, while sidelobe levels (SLL) in the field of view are suppressed to avoid ambiguities across all possible DOAs. The performance of the optimized array is evaluated using maximum likelihood (ML) and multiple signal classification (MUSIC) estimators across a range of signal-to-noise ratios (SNRs), demonstrating the effectiveness of the proposed metrics in the design process.show moreshow less

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Metadaten
Document Type:Conference Proceeding
State of review:Begutachtet (reviewed)
Conference Type:Konferenzartikel
Zitierlink: https://opus.hs-offenburg.de/11910
Bibliografische Angaben
Title (English):Optimization of MIMO Radar Antenna Arrays for Precise and Reliable 2D Direction-of-Arrival Estimation
Conference:European Radar Conference (22. : 2025 : Utrecht, Netherlands)
Author:Reza AliabadiStaff MemberGND, Thomas Zwick, Marlene HarterStaff MemberORCiDGND
Year of Publication:2025
Publisher:IEEE
Page Number:4
First Page:437
Last Page:440
Parent Title (English):European Microwave Week 2025 "Waves of Innovation" : Conference Proceedings
Volume:2025
ISBN:978-2-87487-083-5 (Elektronisch)
ISBN:979-8-3315-3649-7 (Print on Demand)
DOI:https://doi.org/10.23919/EuRAD65285.2025.11233942
Language:English
Inhaltliche Informationen
Institutes:Fakultät Elektrotechnik, Medizintechnik und Informatik (EMI) (ab 04/2019)
Research:IUAS - Institute for Unmanned Aerial Systems
Collections of the Offenburg University:Bibliografie
Tag:Angular ambiguity function; Cramér-Rao Bound; DOA estimation; MIMO radar; antenna arrays
Storage of research data:Hochschulserver (mit Backup)
Formale Angaben
Relevance for "Jahresbericht über Forschungsleistungen":1-fach | Konferenzbeitrag
Open Access: Closed 
Licence (German):License LogoUrheberrechtlich geschützt