New Three-Dimensional Assessment Model and Optimization of Acoustic Positioning System |
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Authors: | Lin Zhao Xiaobo Chen Jianhua Cheng Lianhua Yu Chengcai Lv Jiuru Wang |
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Affiliation: | 1.College of Automation, Harbin Engineering University, Harbin, 150001, China.
2 Department of Electrical and Electronic Engineering, The University of Melbourne, Victoria, 3010, Australia.
3 College of Information and Communication, Harbin Engineering University, Harbin, 150001, China.
4 Institute of Deep-Sea Science and Engineering, Chinese Academy of Sciences, Sanya, 572000, China.
5 School of Information Science and Engineering, Linyi University, Linyi, 276005, China. |
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Abstract: | This paper addresses the problem of assessing and optimizing the acoustic
positioning system for underwater target localization with range measurement. We
present a new three-dimensional assessment model to evaluate the optimal geometric
beacon formation whether meets user requirements. For mathematical tractability, it is
assumed that the measurements of the range between the target and beacons are corrupted
with white Gaussian noise with variance, which is distance-dependent. Then, the
relationship between DOP parameters and positioning accuracy can be derived by
adopting dilution of precision (DOP) parameters in the assessment model. In addition, the
optimal geometric beacon formation yielding the best performance can be achieved via
minimizing the values of geometric dilution of precision (GDOP) in the case where the
target position is known and fixed. Next, in order to ensure that the estimated positioning
accuracy on the region of interest satisfies the precision required by the user, geometric
positioning accuracy (GPA), horizontal positioning accuracy (HPA) and vertical
positioning accuracy (VPA) are utilized to assess the optimal geometric beacon
formation. Simulation examples are designed to illustrate the exactness of the conclusion.
Unlike other work that only uses GDOP to optimize the formation and cannot assess the
performance of the specified size, this new three-dimensional assessment model can
evaluate the optimal geometric beacon formation for each dimension of any point in
three-dimensional space, which can provide guidance to optimize the performance of
each specified dimension. |
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Keywords: | Acoustic positioning system three-dimensional assessment model positioning accuracy DOP optimal configuration |
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