水中机器人2D 仿真水中搬运策略优化
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Strategy Optimization for 2D Simulation Water Transportation of Underwater Robot
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    摘要:

    基于URWPGSim2D 仿真平台,对现有的比赛策略进行优化和改进。首先从整体层次出发提出一种全新 的比赛策略;然后针对平台不确定性,引入了PID 模糊控制对基础动作进行优化;最后,针对近距离带球难以精确 控制的问题,提出了近距离尾切式顶球算法,并进行模拟实验验证。实验结果表明:带球总耗时降低约34.78%,带 球动作的精准度明显提高,能够实现快速带球的目标。

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    Optimize and improve the existing competition strategy based on URWPGSim2D Simulation platform. First, a new game strategy is proposed from the whole level. Then, based on the uncertainty of the platform, PID fuzzy control[1] is introduced to optimize the basic action. Finally, to solve the problem that it is difficult to dribble balls in a close distance, the algorithm of close distance tail-cutting dribbling is proposed and tested by simulated experiments. The experiment results show that the total time taken by dribbling the ball is reduced by 34.78%, and the accuracy of the ball movement is improved obviously, which can achieve the goal of fast dribbling.

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引用本文

张庆刚.水中机器人2D 仿真水中搬运策略优化[J].,2018,37(03).

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  • 收稿日期:2017-11-20
  • 最后修改日期:2017-12-26
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  • 在线发布日期: 2018-04-20
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