Optimal Decision Making for Cooperative Localization of MAUVs

被引:2
|
作者
Yao, Yao [1 ]
Xu, Demin [1 ]
Yan, Weisheng [1 ]
Gao, Bo [1 ]
机构
[1] NW Polytech Univ, Coll Marine, Xian 710072, Peoples R China
关键词
Autonomous Underwater Vehicles(AUVs); Cooperative Localization(CL); Optimal Decision Making(ODM); Optimal Function;
D O I
10.1109/ICMA.2009.5246031
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Cooperative Localization(CL) is a crucial cycle in navigation with Multiple Autonomous Underwater Vehicles(MAUVs). Due to the terrible underwater environment, measuring and communicating each other are still difficult challenges for AUVs until now, which both are also essential for CL to improve the position performance. Based on the two principles below: 1)minimizing the consumption of CL without loss of performance; 2)simplifying the communication topology, meanwhile, satisfying the communication requirements, we propose Optimal Decision Making(ODM) for MAUVs under multiple optional measurements and communication topologies. Then, considering two common cooperative manners: homogeneous MAUVs, heterogeneous MAUVs, ODM is presented in detail to examine two tradeoffs, not only between performance and consumption, but also between group performance and single accuracy. Finally, simulation results are provided to illustrate the superiority and practicality of the proposed decision strategy.
引用
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页码:1134 / 1139
页数:6
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