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28.02.2024 | Short Paper

One-Bit DOA Estimation Using Cross-Dipole Array

verfasst von: Ning Guo, Yunlong Teng, Zhi Zheng

Erschienen in: Circuits, Systems, and Signal Processing | Ausgabe 5/2024

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Abstract

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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Literatur
1.
Zurück zum Zitat O. Bar-Shalom, A.J. Weiss, DOA estimation using one-bit quantized measurements. IEEE Trans. Aerosp. Electron. Syst. 38(3), 868–884 (2002)CrossRef O. Bar-Shalom, A.J. Weiss, DOA estimation using one-bit quantized measurements. IEEE Trans. Aerosp. Electron. Syst. 38(3), 868–884 (2002)CrossRef
2.
Zurück zum Zitat Z. Cheng, S. Chen, Q. Shen, J. He, Z. Liu, Direction finding of electromagnetic sources on a sparse cross-dipole array using one-bit measurements. IEEE Access 8, 83131–83143 (2020)CrossRef Z. Cheng, S. Chen, Q. Shen, J. He, Z. Liu, Direction finding of electromagnetic sources on a sparse cross-dipole array using one-bit measurements. IEEE Access 8, 83131–83143 (2020)CrossRef
3.
Zurück zum Zitat M. Fu, Z. Zheng, W.-Q. Wang, H.C. So, Coarray interpolation for DOA estimation using coprime EMVS array. IEEE Signal Process. Lett. 28, 548–552 (2021)CrossRef M. Fu, Z. Zheng, W.-Q. Wang, H.C. So, Coarray interpolation for DOA estimation using coprime EMVS array. IEEE Signal Process. Lett. 28, 548–552 (2021)CrossRef
4.
Zurück zum Zitat J. He, L. Li, T. Shu, Sparse nested arrays with spatially spread orthogonal dipoles: high accuracy passive direction finding with less mutual coupling. IEEE Trans. Aerosp. Electron. Syst. 57(4), 2337–2345 (2021)CrossRef J. He, L. Li, T. Shu, Sparse nested arrays with spatially spread orthogonal dipoles: high accuracy passive direction finding with less mutual coupling. IEEE Trans. Aerosp. Electron. Syst. 57(4), 2337–2345 (2021)CrossRef
5.
Zurück zum Zitat J. He, Z. Zhang, T. Shu, W. Yu, Direction finding of multiple partially polarized signals with a nested cross-diople array. IEEE Antennas Wirel. Propag. Lett. 16, 1679–1682 (2017)CrossRef J. He, Z. Zhang, T. Shu, W. Yu, Direction finding of multiple partially polarized signals with a nested cross-diople array. IEEE Antennas Wirel. Propag. Lett. 16, 1679–1682 (2017)CrossRef
6.
Zurück zum Zitat X. Huang, B. Liao, One-bit MUSIC. IEEE Signal Process. Lett. 26(7), 961–965 (2019)CrossRef X. Huang, B. Liao, One-bit MUSIC. IEEE Signal Process. Lett. 26(7), 961–965 (2019)CrossRef
7.
Zurück zum Zitat X. Huang, S. Bi, B. Liao, Direction-of-arrival estimation based on quantized matrix recovery. IEEE Commun. Lett. 24(2), 349–353 (2020)CrossRef X. Huang, S. Bi, B. Liao, Direction-of-arrival estimation based on quantized matrix recovery. IEEE Commun. Lett. 24(2), 349–353 (2020)CrossRef
8.
Zurück zum Zitat G. Jacovitti, A. Neri, Estimation of the autocorrelation function of complex gaussian stationary processes by amplitude clipped signals. IEEE Trans. Inf. Theory 40(1), 239–245 (1994)CrossRef G. Jacovitti, A. Neri, Estimation of the autocorrelation function of complex gaussian stationary processes by amplitude clipped signals. IEEE Trans. Inf. Theory 40(1), 239–245 (1994)CrossRef
9.
Zurück zum Zitat H. Krim, M. Viberg, Two decades of array signal processing research: the parametric approach. IEEE Signal Process. Mag. 13(4), 67–94 (1996)CrossRef H. Krim, M. Viberg, Two decades of array signal processing research: the parametric approach. IEEE Signal Process. Mag. 13(4), 67–94 (1996)CrossRef
10.
Zurück zum Zitat J. Li, Direction and polarization estimation using arrays with small loops and short dipoles. IEEE Trans. Antennas Propag. 41(3), 379–387 (1993)CrossRef J. Li, Direction and polarization estimation using arrays with small loops and short dipoles. IEEE Trans. Antennas Propag. 41(3), 379–387 (1993)CrossRef
11.
Zurück zum Zitat J. Li, P. Stoica, Efficient parameter estimation of partially polarized electromagnetic waves. IEEE Trans. Signal Process. 42(11), 3114–3125 (1994)CrossRef J. Li, P. Stoica, Efficient parameter estimation of partially polarized electromagnetic waves. IEEE Trans. Signal Process. 42(11), 3114–3125 (1994)CrossRef
12.
Zurück zum Zitat J. Li, R.T. Compton, Angle and polarization estimation using ESPRIT with a polarization sensitive array. IEEE Trans. Antennas Propag. 39(9), 1376–1383 (1991)CrossRef J. Li, R.T. Compton, Angle and polarization estimation using ESPRIT with a polarization sensitive array. IEEE Trans. Antennas Propag. 39(9), 1376–1383 (1991)CrossRef
13.
Zurück zum Zitat C. Liu, P.P. Vaidyanathan, One-bit sparse array DOA estimation. Proceeding IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, LA, USA (2017), p. 3126–3130 C. Liu, P.P. Vaidyanathan, One-bit sparse array DOA estimation. Proceeding IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, LA, USA (2017), p. 3126–3130
14.
Zurück zum Zitat X. Meng, J. Zhu, A generalized sparse Bayesian learning algorithm for 1-bit DOA estimation. IEEE Commun. Lett. 22(7), 1414–1417 (2018)CrossRef X. Meng, J. Zhu, A generalized sparse Bayesian learning algorithm for 1-bit DOA estimation. IEEE Commun. Lett. 22(7), 1414–1417 (2018)CrossRef
15.
Zurück zum Zitat A. Nehorai, E. Paldi, Vector-sensor array processing for electromagnetic source localization. IEEE Trans. Signal Process. 42(2), 376–398 (1994)CrossRef A. Nehorai, E. Paldi, Vector-sensor array processing for electromagnetic source localization. IEEE Trans. Signal Process. 42(2), 376–398 (1994)CrossRef
16.
Zurück zum Zitat M.J. Pelgrom, Analog-to-Digital Conversion (Springer, New York, 2013)CrossRef M.J. Pelgrom, Analog-to-Digital Conversion (Springer, New York, 2013)CrossRef
17.
Zurück zum Zitat J.H.V. Vleck, D. Middleton, The spectrum of clipped noise. Proc. IEEE 54(1), 2–19 (1966)CrossRef J.H.V. Vleck, D. Middleton, The spectrum of clipped noise. Proc. IEEE 54(1), 2–19 (1966)CrossRef
18.
Zurück zum Zitat Z. Wei, W. Wang, F. Dong, Q. Liu, Gridless one-bit direction-of-arrival estimation via atomic norm denoising. IEEE Commun. Lett. 24(10), 2177–2181 (2020)CrossRef Z. Wei, W. Wang, F. Dong, Q. Liu, Gridless one-bit direction-of-arrival estimation via atomic norm denoising. IEEE Commun. Lett. 24(10), 2177–2181 (2020)CrossRef
19.
Zurück zum Zitat K. Yu, Y.D. Zhang, M. Bao, Y. Hu, Z. Wang, DOA estimation from one-bit compressed array data via joint sparse representation. IEEE Signal Process. Lett. 23(9), 1279–1283 (2016)CrossRef K. Yu, Y.D. Zhang, M. Bao, Y. Hu, Z. Wang, DOA estimation from one-bit compressed array data via joint sparse representation. IEEE Signal Process. Lett. 23(9), 1279–1283 (2016)CrossRef
20.
Zurück zum Zitat Z. Zheng, Y. Huang, W.-Q. Wang, H.C. So, Augmented covariance matrix reconstruction for DOA estimation using difference coarray. IEEE Trans. Signal Process. 69, 5345–5358 (2021)MathSciNetCrossRef Z. Zheng, Y. Huang, W.-Q. Wang, H.C. So, Augmented covariance matrix reconstruction for DOA estimation using difference coarray. IEEE Trans. Signal Process. 69, 5345–5358 (2021)MathSciNetCrossRef
21.
Zurück zum Zitat C. Zhou, Y. Gu, Z. Shi, M. Haardt, Structured Nyquist correlation reconstruction for DOA estimation with sparse arrays. IEEE Trans. Signal Process. 71, 1849–1862 (2023)MathSciNetCrossRef C. Zhou, Y. Gu, Z. Shi, M. Haardt, Structured Nyquist correlation reconstruction for DOA estimation with sparse arrays. IEEE Trans. Signal Process. 71, 1849–1862 (2023)MathSciNetCrossRef
22.
Zurück zum Zitat C. Zhou, Y. Gu, Z. Shi, M. Haardt, Direction-of-arrival estimation for coprime arrays via coarray correlation reconstruction: a one-bit perspective. Proceeding IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), Hangzhou, China (2020), p. 1–4 C. Zhou, Y. Gu, Z. Shi, M. Haardt, Direction-of-arrival estimation for coprime arrays via coarray correlation reconstruction: a one-bit perspective. Proceeding IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), Hangzhou, China (2020), p. 1–4
Metadaten
Titel
One-Bit DOA Estimation Using Cross-Dipole Array
verfasst von
Ning Guo
Yunlong Teng
Zhi Zheng
Publikationsdatum
28.02.2024
Verlag
Springer US
Erschienen in
Circuits, Systems, and Signal Processing / Ausgabe 5/2024
Print ISSN: 0278-081X
Elektronische ISSN: 1531-5878
DOI
https://doi.org/10.1007/s00034-024-02615-3