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生物通
9 个月
利用机器学习对植物在受到外部刺激时产生的电信号进行分类,以 ...
植物通过电信号响应环境变化,本研究采用AD8232传感器结合Arduino采集五种刺激(光照、干旱、灌溉、剪叶、夜间)下的电信号,经15秒分段预处理后,对比随机森林(RF)、额外树分类器(ETC)、KNN等机器学习及CNN、LSTM等深度学习模型。实验表明RF精度达99.19% ...
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