Efficient Underwater Acoustical Localization Method Based On Time Difference and Bearing Measurements

被引:50
作者
Zhang, Liang [1 ]
Zhang, Tao [1 ]
Shin, Hyo-Sang [2 ]
Xu, Xiang [3 ]
机构
[1] Southeast Univ, Sch Instrument Sci & Engn, Key Lab Microinertial Instrument & Adv Nav Techno, Minist Educ, Nanjing 210096, Peoples R China
[2] Cranfield Univ, Inst Aerosp Sci, SATM, Cranfield MK43 0AL, Beds, England
[3] Soochow Univ, Sch Elect & Informat Engn, Suzhou 215006, Peoples R China
基金
中国国家自然科学基金;
关键词
Bearing angle of arrival (BAOA); bearing; Cramer-Rao lower bound (CRLB); iterative constrained weighted least squares; time difference of arrival (TDOA); ultrashort baseline (USBL);
D O I
10.1109/TIM.2020.3045193
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This article addresses the underwater acoustical localization problem by using the time-difference-of-arrival (TDOA) and bearing-angle-of-arrival (BAOA) measurements. For the underwater acoustic equipment, such as the ultrashort baseline system (USW, whose hearing measurements are different from the traditional angle-of-arrival (AOA) model, a closed-form solution for the hybrid TDOA/BAOA-based source localization problem is developed. However, the solution suffers from the measurement noise and cannot achieve the Cramer-Rao lower bound (CRLB) performance in the case of large measurement noise. Thus, an iterative constrained weighted least-squares method is presented to further minimize the error in the case of large noise. The CRLB for hybrid TDOA/BAOA source localization is analyzed, and the solution is proved to achieve the CRLB performance. Numerical simulations and field tests demonstrate that the proposed method outperforms the traditional methods in terms of estimation bias and accuracy. It can achieve the CRIB performance better.
引用
收藏
页数:16
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