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海上动态目标潜在区域博弈预测及搜索方法

Translated title of the contribution: Latent area prediction and search method for marine moving targets using game theory
  • Jinming Du
  • , Yunhua Wu
  • , Zhiming Chen
  • , Bing Hua
  • , Xinyi Xu
  • , Yi Zhu
  • , Chengfei Yue*
  • *Corresponding author for this work
  • Nanjing University of Aeronautics and Astronautics
  • Harbin Institute of Technology Shenzhen

Research output: Contribution to journalArticlepeer-review

Abstract

The latent area prediction and search method based on game theory is proposed for application requirements of searching marine moving targets by using remote sensing satellites. Based on the assumption of asymmetric information, dynamic games are transformed into static games, and the strategy functions are simplified to improve the efficiency of the algorithm. By designing the game strategy, the algorithm is closer to the actual application, and the problems of target latent area prediction algorithm and satellite search planning algorithm are transformed into problems of solving Nash equilibrium strategies. By introducing destination information, the time span of target location prediction is increased from several hours to several days. The experimental results show that the proposed search method ensures a higher target acquisition probability and reduces the resource consumption of the remote sensing satellite constellation. The search method has potential application value in the field of searching marine moving targets.

Translated title of the contributionLatent area prediction and search method for marine moving targets using game theory
Original languageChinese (Traditional)
Pages (from-to)2508-2515
Number of pages8
JournalXi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics
Volume43
Issue number9
DOIs
StatePublished - Sep 2021
Externally publishedYes

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 14 - Life Below Water
    SDG 14 Life Below Water

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