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DoA Estimation Using MUSIC with Range/Doppler Multiplexing for MIMO-OFDM Radar
KTH, School of Electrical Engineering and Computer Science (EECS), Computer Science, Communication Systems, CoS.ORCID iD: 0000-0002-1594-9513
KTH, School of Electrical Engineering and Computer Science (EECS), Computer Science, Communication Systems, CoS.ORCID iD: 0000-0002-5954-434X
2025 (English)In: ICC 2025 - IEEE International Conference on Communications, Institute of Electrical and Electronics Engineers (IEEE) , 2025, p. 6025-6030Conference paper, Published paper (Refereed)
Abstract [en]

Sensing emerges as a critical challenge in 6G networks, which require simultaneous communication and target sensing capabilities. State-of-the-art super-resolution techniques for the direction of arrival (DoA) estimation encounter significant performance limitations when the number of targets exceeds antenna array dimensions. This paper introduces a novel sensing parameter estimation algorithm for orthogonal frequencydivision multiplexing (OFDM) multiple-input multiple-output (MIMO) radar systems. The proposed approach implements a strategic two-stage methodology: first, discriminating targets through delay and Doppler domain filtering to reduce the number of effective targets for super-resolution DoA estimation, and second, introducing a fusion technique to mitigate sidelobe interferences. The algorithm enables robust DoA estimation, particularly in high-density target environments with limitedsize antenna arrays. Numerical simulations validate the superior performance of the proposed method compared to conventional DoA estimation approaches.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE) , 2025. p. 6025-6030
Keywords [en]
DoA estimation, ISAC, OFDM Radar, sensing
National Category
Signal Processing Telecommunications
Identifiers
URN: urn:nbn:se:kth:diva-372505DOI: 10.1109/ICC52391.2025.11161117Scopus ID: 2-s2.0-105018475610OAI: oai:DiVA.org:kth-372505DiVA, id: diva2:2012713
Conference
2025 IEEE International Conference on Communications, ICC 2025, Montreal, Canada, June 8-12, 2025
Note

Part of ISBN 9798331505219

QC 20251110

Available from: 2025-11-10 Created: 2025-11-10 Last updated: 2025-11-10Bibliographically approved

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Salman, Murat BabekBjörnson, Emil

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CiteExportLink to record
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  • apa
  • ieee
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  • vancouver
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Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
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Output format
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