An Anti-reverberation Approach for wideband Sonar: Based on Sparse Processing
Authors: 
Hao Wang, Feng Wang, Yangze DongAuthors Info & Claims
Hao Wang, Feng Wang, Yangze DongAuthors Info & ClaimsPages 301 - 306
Abstract
Reverberation is the main factor that limits the detection of close-range targets by an active sonar system. In this paper, a sparse processing method of dynamic measurement vector is proposed to realize the parameter reconstruction of reverberation and target for broadband sonar scenario. In this method, the high-resolution parameters are reconstructed one by one along the coarse resolution range bin in the reverberation region, and a tolerance term is added in the iterative process of reconstruction to distinguish reverberation and target. The measurement vector is updated synchronously during the phase atom search of the dictionary matrix, which effectively overcomes the range migration of the target and reverberation. Simulation results show that the proposed method can achieve accurate reconstruction and detection of target parameters in a reverberation background.
References
[1]
J. Steckel, A. Boen and H. Peremans, "Broadband 3-D Sonar System Using a Sparse Array for Indoor Navigation," in IEEE Transactions on Robotics, vol. 29, no. 1, pp. 161-171, Feb. 2013.
[2]
X.H. Liu, J.H. Fan, “Active sonar range-dimensional beamforming,” ACTA-ACUSTICA, 2019, 44(04): 715-725.
[3]
K.W. Lo, “Adaptive array processing for wide-band active sonars,” IEEE Journal of Oceanic Engineering, 2004, 29(3): 837-846.
[4]
F.Y. Wang, S.P. Du, W. Sun, Q. Huang, “A method of velocity estimation using composite hyperbolic frequency modulated signals in active sonar, J. Acoust. Soc. Am, 2017, 141(5): 3117-3122.
[5]
L. Wang, Y. Zhu, “The azimuth-Doppler distribution characteristics of the low-frequency reverberation on the platform-movement condition,” Acta Acustica. 2009, 34(2):110-116.
[6]
C.P. HAO, B. SHI, S. YAN, “Reverberation suppression and target detection for active sonar,” Science & Technology Review, 2017, 35(20): 102-108.
[7]
Rui, D. Lamare, C. Rodrigo, “Reduced-rank STAP algorithms using joint iterative optimization of filters,” Aerospace and Electronic Systems, IEEE Transactions on, 2011, 47(3): 1668-1684.
[8]
I.S. Reed, Mallett, “Rapid convergence rate in adaptive arrays,” Aerospace and Electronic Systems, IEEE Transactions on, 1974, 10(6): 853-863.
[9]
S. Han, C. Fan and X. Huang, "A Novel STAP Based on Spectrum-Aided Reduced-Dimension Clutter Sparse Recovery," in IEEE Geoscience and Remote Sensing Letters, vol. 14, no. 2, pp. 213-217, Feb. 2017.
[10]
S.W. Feng, “High-resolution angle-Doppler imaging by sparse recovery of underwater acoustic signals,” ACTA ACUSTICA, 2020, 39(2): 18.
[11]
T. Huang, Y. Liu, X. Xu, “Analysis of frequency agile radar via compressed sensing,” IEEE Trans. Signal Process, 2018, 66(23): 6228-6240.
[12]
M. A. Hadi, S. Alshebeili, K. Jamil, “Compressive sensing applied to radar systems: an overview,” Signal Image. Video Process, 2015, 9(1): 25-39.
[13]
Z. Xu, C. J. Baker and S. Pooni, "Range and Doppler Cell Migration in Wideband Automotive Radar," in IEEE Transactions on Vehicular Technology, vol. 68, no. 6, pp. 5527-5536, June. 2019.
[14]
Y. Li, T. Huang, X. Xu, Y. Liu, L. Wang and Y. C. Eldar, "Phase Transitions in Frequency Agile Radar Using Compressed Sensing," in IEEE Transactions on Signal Processing, vol. 69, pp. 4801-4818, 2021.
[15]
X. Lu, K. Tan, W. Su, H. Gu, H. Zhang and C. Bo, "Range-Doppler Imaging for Noise Radar via 2D Generalized Orthogonal Matching Pursuit," 2021 3rd International Conference on Advances in Computer Technology, Information Science and Communication (CTISC), 2021, pp. 53-56.
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Published In
October 2022
1999 pages
ISBN:9781450397148
DOI:10.1145/3573428
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Published: 15 March 2023
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EITCE 2022
EITCE 2022: 2022 6th International Conference on Electronic Information Technology and Computer Engineering
October 21 - 23, 2022
Xiamen, China
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