Gridless Wideband DOA Estimation Method Based on Comprehensive Subband Fusion

With the development of radar technology, direction-of-arrival (DOA) estimation of wideband signals has attracted tremendous attention. This paper introduces a novel subband data fusion method for wideband signal DOA estimation, which can be applied in scenarios such as integrated sensing and communication systems. The proposed method decomposes the received signals into narrowband signals and a two-sided correlation transform (TCT) is utilized to focus the array output at all subband frequencies to the reference center frequency. Then the subband data fusion process is executed, in which the different subband frequencies result in varying angular resolutions, and each subband has distinct signal power. A novel weighting scheme that integrates angular resolution and signal power is proposed to address this problem, which is not proposed by other methods. Atomic norm minimization (ANM) is then utilized to calculate DOAs. Simulation results demonstrate that the proposed method outperforms the compared methods in both precision and resolution, especially with large relative bandwidth.

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Publication Details

Published
2024-11-22
DOI
https://doi.org/10.1109/icsidp62679.2024.10868833
Primary Topic
Optical Systems and Laser Technology
Type
article
Field-Weighted Citation Impact
0.00

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article

Gridless Wideband DOA Estimation Method Based on Comprehensive Subband Fusion

Shichen Jia, Zhenxin Cao, Lin Zhou, Yu Yao et al.
Optical Systems and Laser Technology
article

Gridless Wideband DOA Estimation Method Based on Comprehensive Subband Fusion

Shichen Jia, Zhenxin Cao, Lin Zhou, Yu Yao, Hongyun Chu, Zhimin Chen, Liang Xu, Peng Chen
article en

Abstract

With the development of radar technology, direction-of-arrival (DOA) estimation of wideband signals has attracted tremendous attention. This paper introduces a novel subband data fusion method for wideband signal DOA estimation, which can be applied in scenarios such as integrated sensing and communication systems. The proposed method decomposes the received signals into narrowband signals and a two-sided correlation transform (TCT) is utilized to focus the array output at all subband frequencies to the reference center frequency. Then the subband data fusion process is executed, in which the different subband frequencies result in varying angular resolutions, and each subband has distinct signal power. A novel weighting scheme that integrates angular resolution and signal power is proposed to address this problem, which is not proposed by other methods. Atomic norm minimization (ANM) is then utilized to calculate DOAs. Simulation results demonstrate that the proposed method outperforms the compared methods in both precision and resolution, especially with large relative bandwidth.

Hainan University (CN), Xi’an University of Posts and Telecommunications (CN), Shanghai Dianji University (CN), State Key Laboratory of Millimeter Waves, Southeast University (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 75%
Optical Systems and Laser Technology
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