JOURNAL ARTICLE

Ship Domain Model for Multi-ship Collision Avoidance Decision-making with COLREGs Based on Artificial Potential Field

Tengfei WangXinping YanYang WangQing Wu

Year: 2017 Journal:   TransNav the International Journal on Marine Navigation and Safety of Sea Transportation Vol: 11 (1)Pages: 85-92   Publisher: Gdynia Maritime University

Abstract

A multi-ship collision avoidance decision-making and path planning formulation is studied in a distributed way. This paper proposes a complete set of solutions for multi-ship collision avoidance in intelligent navigation, by using a top-to-bottom organization to structure the system. The system is designed with two layers: the collision avoidance decision-making and the path planning. Under the general requirements of the International Regulations for Preventing Collisions at Sea (COLREGs), the performance of distributed path planning decision-making for anti-collision is analyzed for both give-way and stand-on ships situations, including the emergency actions taken by the stand-on ship in case of the give-way ship’s fault of collision avoidance measures. The Artificial Potential Field method(APF) is used for the path planning in details. The developed APF method combined with the model of ship domain takes the target ships’ speed and course in-to account, so that it can judge the moving characteristics of obstacles more accurately. Simulation results indicate that the system proposed can work effectiveness.

Keywords:
Field (mathematics) Domain (mathematical analysis) Collision avoidance Potential field Marine engineering Operations research Computer science Engineering Collision Artificial intelligence Aeronautics Mathematics Geology Computer security

Metrics

40
Cited By
3.13
FWCI (Field Weighted Citation Impact)
11
Refs
0.90
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Maritime Navigation and Safety
Physical Sciences →  Engineering →  Ocean Engineering
Ship Hydrodynamics and Maneuverability
Physical Sciences →  Engineering →  Ocean Engineering
Military Defense Systems Analysis
Physical Sciences →  Engineering →  Aerospace Engineering
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