Underwater Source Localization Using TDOA and FDOA Measurements With Unknown Propagation Speed and Sensor Parameter Errors

IEEE Access

Yongchang Hu¹  Zhaowen Zhuang²  Hongyi Wang²  Bingbing Zhang² 

[1] Faculty of Electrical Engineering, Mathematics and Computer Science, Delft University of Technology, Delft, The Netherlands;School of Electronic Science, National University of Defense Technology, Changsha, China;

关键词: Underwater localization;    algebraic solution;    sound propagation speed uncertainty;    sensor node uncertainty;    time difference of arrival (TDOA);    frequency difference of arrival (FDOA);   

DOI  :  10.1109/ACCESS.2018.2852636

来源: DOAJ

【 摘 要 】

Underwater source localization problems are complicated and challenging: 1) the sound propagation speed is often unknown and the unpredictable ocean current might lead to the uncertainties of sensor parameters (i.e., position and velocity); 2) the underwater acoustic signal travels much slower than the radio one in terrestrial environments, thus resulting into a significantly severe Doppler effect; and 3) energy-efficient techniques are urgently required and hence in favor of the design with a low computational complexity. Considering these issues, we propose a simple and efficient underwater source localization approach based on the time difference of arrival and frequency difference of arrival measurements, which copes with unknown propagation speed and sensor parameter errors. The proposed method mitigates the impact of the Doppler effect for accurately inferring the source parameters (i.e., position and velocity). The Cramér-Rao lower bounds (CRLBs) for this kind of localization are derived and, moreover, the analytical study shows that our method can yield the performance that is very close to the CRLB, particularly under small noise. The numerical results not only confirm the above conclusions but also show that our method outperforms other competing approaches.

【 授权许可】

Unknown