Cost function for ship collision avoidance in distributed system

Donggyun Kim*, Kaoru Hirota, Yaping Dai

*Corresponding author for this work

Research output: Contribution to conferencePaperpeer-review

Abstract

The cost function is proposed to prevent collision between ships in distributed system. It satisfies various requirements of ships, i.e., safety (collision risk) and efficiency (sailing distance) by adjusting the parameters, such as safety domain or detection range. Moreover, the effect of the parameters which give an influence on ship collision is analyzed. By optimizing the values of the parameters, a ship enables the cost to be minimized. We empirically show the proposed cost function demonstrate the practicality in distributed systems. The relationship between the cost function and the parameter is indicated. When the size of time window and detection range increase twice, the costs are decreased by 13 and 28%, respectively. We also point out that any collision accident does not happen through all experiments which are all possible combinations of the parameters and the weight factors.

Original languageEnglish
Publication statusPublished - 2017
Event5th International Workshop on Advanced Computational Intelligence and Intelligent Informatics, IWACIII 2017 - Beijing, China
Duration: 2 Nov 20175 Nov 2017

Conference

Conference5th International Workshop on Advanced Computational Intelligence and Intelligent Informatics, IWACIII 2017
Country/TerritoryChina
CityBeijing
Period2/11/175/11/17

Keywords

  • Cost function
  • Distributed system
  • Ship collision avoidance

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