Dynamic task assignment and path planning for multi-AUV system in 2D variable ocean current environment | IEEE Conference Publication | IEEE Xplore

Dynamic task assignment and path planning for multi-AUV system in 2D variable ocean current environment


Abstract:

An improved self-organizing map-based approach is proposed for multiple autonomous underwater vehicle (multi-AUV) system to complete the allocation of targets and path pl...Show More

Abstract:

An improved self-organizing map-based approach is proposed for multiple autonomous underwater vehicle (multi-AUV) system to complete the allocation of targets and path planning in the paper. Each target is to be visited by one and only one AUV, and a shortest path between a starting point and the destination for each AUV in the presence of the variable current environment is to be found. Firstly, the SOM neuron network is developed to assign a team of AUVs to achieve multiple target locations in 2-D ocean environment. Then, the velocity synthesis approach is applied to plan a shortest path for each AUV to visit the corresponding target in dynamic environment subject to the ocean current being variable. Lastly, to demonstrate the effectiveness of the proposed approach, simulation results are given in this paper.
Date of Conference: 23-25 May 2012
Date Added to IEEE Xplore: 19 July 2012
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Conference Location: Taiyuan

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