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Marine surveying and mapping system based on Cloud Computing and Internet of Things

机译:基于云计算和物联网的海洋测绘系统

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摘要

With the increasing popularity of Cloud Computing and Internet of Things(IoT), Cloud computing among with the IoT concept has become a hot research field in recent years. The ocean data information is more complex than the traditional data information. Based on the analysis of IoT in marine field, this paper will establish a simplified model of Cloud Computing on marine IoT and propose a ocean data processing algorithm. Specifically, different from traditional data processing algorithms, the proposed algorithm is based on the data of various sensors and cares deeply the effect of eliminating outliers and the smoothness of the processed curve. According to the processed data, we propose a mathematical model of route planning. In this model, the ship can arrive the destination line as soon and short distance as possible. Through analysis of experimental results by comparing the raw data and the processed data, it is shown that the proposed algorithm has a good optimization effect and the mathematical model is reasonable in actual measurement work.
机译:随着云计算和物联网(IoT)的日益普及,具有物联网概念的云计算已成为近年来的热门研究领域。海洋数据信息比传统数据信息更为复杂。在对海洋物联网进行分析的基础上,建立海洋物联网云计算的简化模型,提出海洋数据处理算法。具体地说,与传统的数据处理算法不同,该算法基于各种传感器的数据,并且非常关注消除异常值和处理曲线的平滑度的影响。根据处理后的数据,我们提出了路线规划的数学模型。在此模型中,船舶可以尽快到达目标线,并且距离尽可能短。通过对原始数据和处理后的数据进行比较,对实验结果进行分析,结果表明,该算法具有良好的优化效果,数学模型在实际测量中是合理的。

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