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一种基于无人机平台的微型高光谱仪系统

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成果归属企业: 深圳大学

成果鉴定时间:

成果介绍

本发明提供了一种新的时间序列的预测方法，包括：接收输入的原始滑坡时间序列{X(t), t＝1, 2, 3, …, n}；判断原始滑坡时间序列是否具有混沌特征；若原始滑坡时间序列具有混沌特征，则确定出原始滑坡时间序列的延迟时间；确定出原始滑坡时间所要嵌入的相空间的嵌入维数；将延迟时间和嵌入维数代入到目标volterra级数模型，目标volterra级数模型迭代训练核函数的系数，当核函数的系数达到预设误差要求时，输出目标volterra级数模型的参数、核函数的系数、以及预测出的目标滑坡时间序列。在本发明将延迟时间和嵌入维数直接嵌入volterra级数的数学模型中，将传统的把滑坡时间序列相空间重构后得到的输出序列再输入到volterra级数模型中的两步直接变成了一步，提高了运算效率。

成果应用案例介绍

计算控制>预测方法>时序预测方法

联系方式

电话/微信: 13822630888

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