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Vehicular Motion-based DOA Estimation with a Limited Amount of Snapshots for Automotive MIMO Radar

Sen Yuan*, Francesco Fioranelli, Alexander Yarovoy

*Corresponding author for this work

Research output: Contribution to journalArticleScientificpeer-review

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Abstract

The problem of high-resolution direction-of-arrival (DOA) estimation based on a limited amount of snapshots in automotive multiple-input multiple-output (MIMO) radar has been studied. The number of snapshots is restricted to minimize target spread/migration in range and/or Doppler domains. A computationally efficient approach for side-looking arrays is developed, which combines the generation of motion-enhanced snapshots and MIMO technology, thus exploiting the movement of the vehicle and the spatial diversity of the transmit and receive antennas. Due to motion, a larger virtual aperture is obtained and the angular resolution is boosted, achieving the separation of targets that the traditional MIMO approach cannot discriminate, as well as better results than with other single snapshot DOA estimation techniques. Algorithm performance has been studied in simulations, and possible limitations have been discussed. In addition, the method has been verified experimentally with pointlike and extended targets, and good agreement between simulations and experimental results has been observed.

Original languageEnglish
Pages (from-to)7611-7625
Number of pages15
JournalIEEE Transactions on Aerospace and Electronic Systems
Volume59
Issue number6
DOIs
Publication statusPublished - 2023

Bibliographical note

Green Open Access added to TU Delft Institutional Repository 'You share, we take care!' - Taverne project https://www.openaccess.nl/en/you-share-we-take-care
Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public.

Keywords

  • Automotive engineering
  • automotive radar
  • direction of arrival estimation
  • Direction-of-arrival estimation
  • Estimation
  • MIMO array
  • MIMO radar
  • Radar
  • Radar antennas
  • Radar imaging
  • snapshot imaging

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