海报:基于集成的海洋移动通信数据分类优化

B. GayatriMenon, M. Chitra, E. Sherly
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引用次数: 0

摘要

移动通信为海上安全信息、船只位置信息、天气预报和其他服务提供了媒介,可以向海上船只传播。对于遇险船舶,船舶位置报告的准确性和更新速度有助于救援,从而避免船舶的损失,挽救渔民的生命或防止环境灾难。我们的工作利用进化算法和机器学习的力量,根据环境条件和移动信号强度对海上船只进行优化和分类,有助于海洋部门的有效决策。
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Poster: Optimized Ensemble Based Data Classification for Marine Mobile Communication
Mobile communication provides the medium by which maritime safety information, boat location information, weather forecasts and other services, can be disseminated to boats at sea. For a vessel in trouble, the accuracy and update rate of boat's position reporting aids rescue, thereby avoiding the loss of the boat and saving the lives of the fishermen or preventing an environmental disaster. Our work exploits the power of evolutionary algorithm and machine learning to optimize and classify the boats at sea according to their environmental conditions and mobile signal strength which helps in effective decision making in marine sector.
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