"Quasi-Blind" Calibration of an Array of Acoustic Vector-Sensors That Are Subject to Gain Errors/Mis-Location/Mis-Orientation
This paper advances a new "quasi-blind" calibration algorithm to calibrate a multi-array network (MAN) of acoustic-vector-sensors, whose component-sensors may have non-ideal gain/phase responses, incorrect orientations, and imprecise locations. This proposed calibration is "quasi-blin...
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| Vydáno v: | IEEE transactions on signal processing Ročník 62; číslo 9; s. 2330 - 2344 |
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| Jazyk: | angličtina |
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New York, NY
IEEE
01.05.2014
Institute of Electrical and Electronics Engineers The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
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| ISSN: | 1053-587X, 1941-0476 |
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| Abstract | This paper advances a new "quasi-blind" calibration algorithm to calibrate a multi-array network (MAN) of acoustic-vector-sensors, whose component-sensors may have non-ideal gain/phase responses, incorrect orientations, and imprecise locations. This proposed calibration is "quasi-blind" in not requiring any prior knowledge/estimation of any training signal's arrival-angle. This proposed algorithm is computationally orders-of-magnitude more efficient than maximum-likelihood estimation. These advantages are achieved here by exploiting the acoustic vector-sensor's quintessential characters, to interplay between two complementary approaches of direction-finding: (1) customary interferometry between vector-sensors, and (2) "acoustic particle-velocity-field normalization" DOA-estimation within each individual vector-sensor. Monte Carlo simulations verify the proposed algorithm's efficacy in "quasi-blind" calibration and its aforementioned computational efficacy. |
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| AbstractList | This paper advances a new "quasi-blind" calibration algorithm to calibrate a multi-array network (MAN) of acoustic-vector-sensors, whose component-sensors may have non-ideal gain/phase responses, incorrect orientations, and imprecise locations. This proposed calibration is "quasi-blind" in not requiring any prior knowledge/estimation of any training signal's arrival-angle. This proposed algorithm is computationally orders-of-magnitude more efficient than maximum-likelihood estimation. These advantages are achieved here by exploiting the acoustic vector-sensor's quintessential characters, to interplay between two complementary approaches of direction-finding: (1) customary interferometry between vector-sensors, and (2) "acoustic particle-velocity-field normalization" DOA-estimation within each individual vector-sensor. Monte Carlo simulations verify the proposed algorithm's efficacy in "quasi-blind" calibration and its aforementioned computational efficacy. |
| Author | Wong, Kainam Thomas Fangjiong Chen Yang Song |
| Author_xml | – sequence: 1 surname: Yang Song fullname: Yang Song email: yang.song@sst.upb.de organization: Hong Kong Polytech. Univ., Hong Kong, China – sequence: 2 givenname: Kainam Thomas surname: Wong fullname: Wong, Kainam Thomas email: ktwong@ieee.org organization: Dept. of Electron. & Inf. Eng., Hong Kong Polytech. Univ., Hong Kong, China – sequence: 3 surname: Fangjiong Chen fullname: Fangjiong Chen organization: Sch. of Electron. & Inf. Eng., South China of Technol. Univ., Guangzhou, China |
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| Keywords | Direction-of-arrival estimation Array signal processing Acoustic interferometry Signal estimation Radiolocalisation Sonar signal processing Velocity distribution Phased array antenna Learning phased arrays direction of arrival estimation Localization Antenna array acoustical signal processing Interferometry Monte Carlo method Speed Acoustic measurement Sonar Measurement sensor Calibration Algorithm underwater acoustic arrays sonar arrays Arrival angle Signal processing Numerical simulation Acoustic sensor Maximum likelihood Underwater acoustics |
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| SubjectTerms | Acoustic interferometry acoustical signal processing Acoustics Algorithms Applied sciences array signal processing Arrays Calibration Computational efficiency Computer simulation Detection, estimation, filtering, equalization, prediction direction of arrival estimation Effectiveness Exact sciences and technology Gain Information, signal and communications theory Manifolds Miscellaneous Narrowband phased arrays Signal and communications theory Signal processing Signal processing algorithms Signal, noise sonar arrays sonar signal processing Telecommunications and information theory underwater acoustic arrays Vectors |
| Title | "Quasi-Blind" Calibration of an Array of Acoustic Vector-Sensors That Are Subject to Gain Errors/Mis-Location/Mis-Orientation |
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