Generalized frequency-sum beamforming for low frequencies

For direction-of-arrival (DOA) estimation in the low-frequency range, we improve spatial resolution using generalized frequency-sum (gFS) beamforming with the Qth order frequency-sum autoproduct. The order Q does not exceed the maximum value, determined by the criteria that the sum of frequencies used to create the autoproduct must be less than the array's spatial Nyquist frequency. Unlike other high-resolution beamformers, gFS maintains stable performance even with a single snapshot and is unaffected by the coherence of steering vectors. Rigorous analysis using the multinomial expansion has shown the inapplicability of gFS to multi-DOA scenarios. Simulation and experimental results support that the method is a practical alternative for low-frequency single-DOA estimation with limited data.

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Publication Details

Journal
The Journal of the Acoustical Society of America
Published
2024-12-01
DOI
https://doi.org/10.1121/10.0034621
Primary Topic
Direction-of-Arrival Estimation Techniques
Type
article
Field-Weighted Citation Impact
0.00

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article

Generalized frequency-sum beamforming for low frequencies

Peter Gerstoft, Yongsung Park, Jeung-Hoon Lee
The Journal of the Acoustical Society of America
Direction-of-Arrival Estimation Techniques
article

Generalized frequency-sum beamforming for low frequencies

Peter Gerstoft, Yongsung Park, Jeung-Hoon Lee
article en

Abstract

For direction-of-arrival (DOA) estimation in the low-frequency range, we improve spatial resolution using generalized frequency-sum (gFS) beamforming with the Qth order frequency-sum autoproduct. The order Q does not exceed the maximum value, determined by the criteria that the sum of frequencies used to create the autoproduct must be less than the array's spatial Nyquist frequency. Unlike other high-resolution beamformers, gFS maintains stable performance even with a single snapshot and is unaffected by the coherence of steering vectors. Rigorous analysis using the multinomial expansion has shown the inapplicability of gFS to multi-DOA scenarios. Simulation and experimental results support that the method is a practical alternative for low-frequency single-DOA estimation with limited data.

The Journal of the Acoustical Society of AmericaVol. 156(6)
Scripps Institution of Oceanography (US), Changwon National University (KR), University of California San Diego (US)
Korea Institute of Marine Science and Technology promotion, Office of Naval Research Global
Openalex Percentile: Top 75%
Direction-of-Arrival Estimation Techniques
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Generalized frequency-sum beamforming for low frequencies — Peter Gerstoft, Yongsung Park, et al. · The Journal of the Acoustical Society of America (2024) | TGRS Research Map | TGRS