Title :
Automated Collision Resolution for Vessel Traffic Management by Using Cooperative Multi-Agent Negotiation
Author :
Yang, Chun ; Hu, Qinyou ; Shi, Chaojian
Author_Institution :
Shanghai Maritime Univ., Shanghai
Abstract :
One of the most important functions of VTS is to resolve collision among vessels by giving anti-collision advice. In the past, the advice was generated by manual ARPA plotting which may lead to heavy workload. Recently, AIS are widely deployed on vessels. Therefore, VTS can collect more accurate data about the movement of the vessels than before. That makes it possible to generate anti-collision advice automatically. In this research, we built a cooperative multi-agent negotiation system to generate anti-collision instructions for VTS operators. This system can create a software agent for each vessel, constantly monitors their movement, detects the collision risk, and initiates a negotiation process if collision risk exists. Agents negotiate with each other complying with monotonic concession protocol to make themselves more and more concessive until an agreement is achieved. Simulation results show that this system can generate safe and economic anti-collision instructions for VTS operators, and the application of this research shall improve the efficiency of VTSs.
Keywords :
collision avoidance; marine radar; marine safety; marine vehicles; multi-agent systems; software agents; traffic engineering computing; automated collision resolution; collision risk; cooperative multiagent negotiation; economic anti-collision instructions; monotonic concession protocol; software agent; vessel traffic management; vessels collision; Broadcasting; Chaos; Collision avoidance; Educational institutions; Multiagent systems; Navigation; Protocols; Radar; Road accidents; Surveillance; AIS; monotonic concession protocol; multi-agent system; negotiation; vessel traffic management;
Conference_Titel :
Telecommunications, 2007. ITST '07. 7th International Conference on ITS
Conference_Location :
Sophia Antipolis
Print_ISBN :
1-4244-1178-5
Electronic_ISBN :
1-4244-1178-5
DOI :
10.1109/ITST.2007.4295919