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基于蒙特卡罗算法的水上移动漂浮物定位方法

游正泉

计算技术与自动化2025,Vol.44Issue(3):60-64,76,6.
计算技术与自动化2025,Vol.44Issue(3):60-64,76,6.DOI:10.16339/j.cnki.jsjsyzdh.202503011

基于蒙特卡罗算法的水上移动漂浮物定位方法

A Method for Locating Floating Objects on Water Based on Monte Carlo Algorithm

游正泉1

作者信息

  • 1. 南海救助局湛江救助基地,广东湛江 524000
  • 折叠

摘要

Abstract

In the complex and ever-changing environment of water,due to the large amount of lead consumed by floating floats,they are easily affected by various interference factors such as water flow fluctuations and wind and wave disturb-ances,resulting in insufficient positioning accuracy.To meet the demand for high-precision positioning,a Monte Carlo algo-rithm based floating objects positioning method is proposed to collect real-time marine environmental data,including wind,water flow,and waves.Construct a floating object motion model under the influence of wind,water flow,and wave mecha-nisms.Based on the motion model of floating objects and the random changes of environmental factors,Monte Carlo algo-rithm is used to simulate the possible motion trajectory of floating objects on the water surface.During the iteration process,the particle swarm gradually converges to the true position of floating objects,thus achieving accurate positioning of floating objects moving on water.The results indicate that,regardless of whether in the x or y direction,the positioning error of the studied method remains within a relatively stable low level range,thus proving the accuracy of the positioning method stud-ied.

关键词

蒙特卡罗算法/水上移动漂浮物/环境变量/运动模型/定位方法

Key words

Monte Carlo algorithm/floating objects moving on water/environmental parameters/motion model/positio-ning method

分类

信息技术与安全科学

引用本文复制引用

游正泉..基于蒙特卡罗算法的水上移动漂浮物定位方法[J].计算技术与自动化,2025,44(3):60-64,76,6.

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