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Published in: Cluster Computing 4/2019

26-12-2017

Energy DOA estimation of MUSIC symmetrical compressed spectrum on vector sensors array

Authors: Biao Wang, Feng Chen, Yingchun Chen, Shiqi Mo

Published in: Cluster Computing | Special Issue 4/2019

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Abstract

Aiming at the shortcomings that MUSIC symmetrical compressed spectrum (MSCS) was only applicable to the sound pressure array, and the half spectrum search couldn’t distinguish the space radiation source and the mirror radiation source, a vector sensors array MSCS energy azimuth estimation algorithm was proposed. The new study used the idea of dimensionality reduction to combine the sound pressure and the vibration velocity to reduce the 3D guidance vector to one dimension, so that MSCS algorithm could be applied to vector sensors array, and then introduced spatial energy spectral function to optimize MSCS to solve the problem that MSCS half spectrum search could not distinguish between the space radiation source and the mirror radiation source. As the energy spectrum function has good anti-noise performance, so the new algorithm’s anti-noise performance can be greatly improved. Finally, the correctness and validity of the algorithm are verified by simulation experiments.

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Literature
1.
go back to reference Zhang, W., Yu, F.: Dynamic Parameterized \(\ell {1}\) -Regulation for Single-Snapshot DOA Estimations. IEEE Communications Letters 21(10), 2218–2221 (2017)CrossRef Zhang, W., Yu, F.: Dynamic Parameterized \(\ell {1}\) -Regulation for Single-Snapshot DOA Estimations. IEEE Communications Letters 21(10), 2218–2221 (2017)CrossRef
2.
go back to reference Han, G.J., WAN, L.T., SHU, L., et al.: Two Novel DOA Estimation Approaches for Real-Time Assistant Calibration Systems in Future Vehicle Industrial. IEEE Systems Journal 11(3), 1361–1372 (2017)CrossRef Han, G.J., WAN, L.T., SHU, L., et al.: Two Novel DOA Estimation Approaches for Real-Time Assistant Calibration Systems in Future Vehicle Industrial. IEEE Systems Journal 11(3), 1361–1372 (2017)CrossRef
3.
go back to reference Tian, Y., Sun, X.Y.: Passive localization of mixed sources jointly using MUSIC and sparse signal reconstruction. AEU-Int J Electron Commun 68(6), 534–539 (2014)MathSciNetCrossRef Tian, Y., Sun, X.Y.: Passive localization of mixed sources jointly using MUSIC and sparse signal reconstruction. AEU-Int J Electron Commun 68(6), 534–539 (2014)MathSciNetCrossRef
4.
go back to reference Das, A., Hodgkiss, W.S., Gerstoft, P.: Coherent Multipath Direction-of-Arrival Resolution Using Compressed Sensing. IEEE Journal of Oceanic Engineering 42(2), 494–505 (2017)CrossRef Das, A., Hodgkiss, W.S., Gerstoft, P.: Coherent Multipath Direction-of-Arrival Resolution Using Compressed Sensing. IEEE Journal of Oceanic Engineering 42(2), 494–505 (2017)CrossRef
5.
go back to reference Schmidt, R.O.: Multiple emitter location and signal parameter estimation. IEEE Trans on Antennas and Propagation 34(3), 276–280 (1986)CrossRef Schmidt, R.O.: Multiple emitter location and signal parameter estimation. IEEE Trans on Antennas and Propagation 34(3), 276–280 (1986)CrossRef
6.
go back to reference Wax, M., Shan, T.J., Kailath, T.: Spatial-temporal spectral analysis by eigenstructure method[J]. IEEE Transaction on Acoustics Speech & Signal Processing 32(4), 827–828 (1984)CrossRef Wax, M., Shan, T.J., Kailath, T.: Spatial-temporal spectral analysis by eigenstructure method[J]. IEEE Transaction on Acoustics Speech & Signal Processing 32(4), 827–828 (1984)CrossRef
7.
go back to reference Mathews, C.P., Zoltowski, M.D.: Eigenstmcture techniques for 2-D angle estimation with uniform circular array. IEEE Transaction on Signal Processing 42(9), 2395–2404 (1994)CrossRef Mathews, C.P., Zoltowski, M.D.: Eigenstmcture techniques for 2-D angle estimation with uniform circular array. IEEE Transaction on Signal Processing 42(9), 2395–2404 (1994)CrossRef
8.
go back to reference Wu, Y.T., Amir, L., Jesper, R.J., et al.: Joint Pitch and DOA Estimation Using the ESPRIT Method. IEEE/ACM Transactions on Audio Speech & Language Processing 23(1), 32–45 (2015)CrossRef Wu, Y.T., Amir, L., Jesper, R.J., et al.: Joint Pitch and DOA Estimation Using the ESPRIT Method. IEEE/ACM Transactions on Audio Speech & Language Processing 23(1), 32–45 (2015)CrossRef
9.
go back to reference Steinwandt, J., Roemer, F., Haardt, M.: Generalized Least Squares for ESPRIT-Type Direction of Arrival Estimation. IEEE Signal Processing Letters 24(11), 1681–1685 (2017)CrossRef Steinwandt, J., Roemer, F., Haardt, M.: Generalized Least Squares for ESPRIT-Type Direction of Arrival Estimation. IEEE Signal Processing Letters 24(11), 1681–1685 (2017)CrossRef
10.
go back to reference Qian, C., Huang, L., So, H.C.: Improved Unitary Root-MUSIC for DOA Estimation Based on Pseudo-Noise Resampling. IEEE Signal Processing Letters 21(2), 140–144 (2014)CrossRef Qian, C., Huang, L., So, H.C.: Improved Unitary Root-MUSIC for DOA Estimation Based on Pseudo-Noise Resampling. IEEE Signal Processing Letters 21(2), 140–144 (2014)CrossRef
11.
go back to reference Zhang, D., Zhang, Y.S., ZHENG, G.M., et al.: Improved DOA estimation algorithm for co-prime linear arrays using root-MUSIC algorithm. Electronics Letters 53(18), 1277–1279 (2017)CrossRef Zhang, D., Zhang, Y.S., ZHENG, G.M., et al.: Improved DOA estimation algorithm for co-prime linear arrays using root-MUSIC algorithm. Electronics Letters 53(18), 1277–1279 (2017)CrossRef
12.
go back to reference Liu, G.H., Chen, H., Sun, X.Y., et al.: Modified MUSIC Algorithm for DOA Estimation With Nyström Approximation. IEEE Sensors Journal 16(12), 4673–4674 (2016)CrossRef Liu, G.H., Chen, H., Sun, X.Y., et al.: Modified MUSIC Algorithm for DOA Estimation With Nyström Approximation. IEEE Sensors Journal 16(12), 4673–4674 (2016)CrossRef
13.
go back to reference Cao, X.H., Liu, H.W., Wu, S.J.: DOA Estimation Based on Online Music Algorithm. Journal of Electronics & Information Technology 30(11), 2658–2661 (2008)CrossRef Cao, X.H., Liu, H.W., Wu, S.J.: DOA Estimation Based on Online Music Algorithm. Journal of Electronics & Information Technology 30(11), 2658–2661 (2008)CrossRef
14.
go back to reference Yan, F.G., Jin, M., Qiao, X.: Low-complexity DOA estimation based on compressed MUSIC and its performance analysis. IEEE Trans on Signal Processing 61(8), 1915–1930 (2013)MathSciNetCrossRef Yan, F.G., Jin, M., Qiao, X.: Low-complexity DOA estimation based on compressed MUSIC and its performance analysis. IEEE Trans on Signal Processing 61(8), 1915–1930 (2013)MathSciNetCrossRef
15.
go back to reference Yan, F.G., Jin, M., Liu, S., Qiao, X.: Real-valued MUSIC for efficient direction estimation with arbitrary array geometries. IEEE Trans. Signal Process 62(6), 1548–1560 (2014)MathSciNetCrossRef Yan, F.G., Jin, M., Liu, S., Qiao, X.: Real-valued MUSIC for efficient direction estimation with arbitrary array geometries. IEEE Trans. Signal Process 62(6), 1548–1560 (2014)MathSciNetCrossRef
16.
go back to reference Yang, D.-S., Sun, X.-Y., Hong, L.-J., et al.: The velocity gradient sensor based on the vector hydrophone. Journal of Harbin Engineering University 34(01), 7–14 (2013) Yang, D.-S., Sun, X.-Y., Hong, L.-J., et al.: The velocity gradient sensor based on the vector hydrophone. Journal of Harbin Engineering University 34(01), 7–14 (2013)
17.
go back to reference Jun-Yuan, Guo, Shi-E, Yang, Sheng-Chun, Piao, et al.: Direction-of-arrival estimation based on superdirective multi-pole vector sensor array for low-frequency underwater sound sources. Acta Phys. sin. 65(13), 187–200 (2016) Jun-Yuan, Guo, Shi-E, Yang, Sheng-Chun, Piao, et al.: Direction-of-arrival estimation based on superdirective multi-pole vector sensor array for low-frequency underwater sound sources. Acta Phys. sin. 65(13), 187–200 (2016)
18.
go back to reference Wu, Y.Q., Li, G.M., Hu, Z.L., et al.: Unambiguous directions of arrival estimation of coherent sources using acoustic vector sensor linear arrays. Radar Sonar & Navigation let 9(3), 315–323 (2015) Wu, Y.Q., Li, G.M., Hu, Z.L., et al.: Unambiguous directions of arrival estimation of coherent sources using acoustic vector sensor linear arrays. Radar Sonar & Navigation let 9(3), 315–323 (2015)
19.
go back to reference Wu, Y.Q., Hu, Z.L., Luo, H., et al.: Source number detectability by an acoustic vector sensor linear array and performance analysis. IEEE Journal of Oceanic Engineering 39(4), 769–778 (2014)CrossRef Wu, Y.Q., Hu, Z.L., Luo, H., et al.: Source number detectability by an acoustic vector sensor linear array and performance analysis. IEEE Journal of Oceanic Engineering 39(4), 769–778 (2014)CrossRef
20.
go back to reference Bai, X.Y., Yang, D.S., Zhao, C.H.: The coherent signal subspace method based on combined information processing of pressure and particle velocity using the acoustic vector sensor array. Acta Acust. 31(5), 410–417 (2006) Bai, X.Y., Yang, D.S., Zhao, C.H.: The coherent signal subspace method based on combined information processing of pressure and particle velocity using the acoustic vector sensor array. Acta Acust. 31(5), 410–417 (2006)
21.
go back to reference Shi, S.G., Zhu, W.Z., Li, Y., et al.: Source number detection based on multi-threshold eigenvalue correction using uniform circular acoustic vector sensor array. Journal of Harbin Engineering University 38(1), 120–125 (2017) Shi, S.G., Zhu, W.Z., Li, Y., et al.: Source number detection based on multi-threshold eigenvalue correction using uniform circular acoustic vector sensor array. Journal of Harbin Engineering University 38(1), 120–125 (2017)
Metadata
Title
Energy DOA estimation of MUSIC symmetrical compressed spectrum on vector sensors array
Authors
Biao Wang
Feng Chen
Yingchun Chen
Shiqi Mo
Publication date
26-12-2017
Publisher
Springer US
Published in
Cluster Computing / Issue Special Issue 4/2019
Print ISSN: 1386-7857
Electronic ISSN: 1573-7543
DOI
https://doi.org/10.1007/s10586-017-1493-0

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