首页> 外文期刊>Chinese journal of mechanical engineering >STUDY ON THE COAL-ROCK INTER-FACE RECOGNITION METHOD BASED ON MULTI-SENSOR DATA FUSION TECHNIQUE
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STUDY ON THE COAL-ROCK INTER-FACE RECOGNITION METHOD BASED ON MULTI-SENSOR DATA FUSION TECHNIQUE

机译:基于多传感器数据融合技术的煤岩界面识别方法研究

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摘要

The coal-rock interface recognition method based on multi-sensor data fusion technique is put forward because of the localization of single type sensor recognition method. The measuring theory based on multi-sensor data fusion technique is analyzed, and hereby the test platform of recognition system is manufactured. The advantage of data fusion with the fuzzy neural network (FNN) technique has been probed. The two-level FNN is constructed and data fusion is carried out. The experiments show that in various conditions the method can always acquire a much higher recognition rate than normal ones.
机译:针对单一类型传感器识别方法的局限性,提出了一种基于多传感器数据融合技术的煤岩界面识别方法。分析了基于多传感器数据融合技术的测量原理,从而建立了识别系统的测试平台。已经探究了使用模糊神经网络(FNN)技术进行数据融合的优势。构建了两级FNN,并进行了数据融合。实验表明,在各种条件下,该方法始终可以获得比普通方法更高的识别率。

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