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MITS中智能数据处理与应用关键技术研究

DOI: 10.3969/j.issn.1674-0696.2014.03.28, PP. 129-132

Keywords: 交通运输工程,航运智能运输系统,安全,数据处理,trafficandtransportationengineering,marineintelligenttransportsystems,safety,dataprocessing

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Abstract:

:？针对航运智能运输系统(MITS)的特点，结合陆上ITS应用的成功案例，设计了航运智能运输仿真系统(MITSS)基本架构;利用数据挖掘、小波多尺度分解与重构、神经网络、Kalman7m披以及遗传算法等技术，研究了航运智能运输系统中数据预处理、数据融合及预测技术。研究表明:该技术可提高航运的管理和安全水平、减少阻塞、增加交通的机动性、减少船舶运输对环境的影响、提高航道通行能力和交通效率的目的，为进一步的系统开发提供技术支持。

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