One-Bit DOA Estimation Using Cross-Dipole Array
In this paper, we devise an effective algorithm for direction-of-arrival (DOA) estimation using the cross-dipole array via one-bit quantization. Firstly, we theoretically prove that after one-bit quantization, two circular complex Gaussian random processes with different variance still satisfy the a...
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Veröffentlicht in: | Circuits, systems, and signal processing systems, and signal processing, 2024-05, Vol.43 (5), p.3324-3336 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | In this paper, we devise an effective algorithm for direction-of-arrival (DOA) estimation using the cross-dipole array via one-bit quantization. Firstly, we theoretically prove that after one-bit quantization, two circular complex Gaussian random processes with different variance still satisfy the arcsine law and calculate the normalized covariance matrix of the cross-dipole array output based on this property. Subsequently, we reconstruct the noise-free normalized covariance matrix by subtracting the normalized noise matrix. Finally, we apply the TLS-ESPRIT algorithm to the reconstructed noise-free normalized covariance matrix to extract the DOAs of sources. Numerical results demonstrate the validity of the proposed algorithm. |
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ISSN: | 0278-081X 1531-5878 |
DOI: | 10.1007/s00034-024-02615-3 |