FU Hua, GAO Ting, LIU Yang. Application of multi-sensor fuzzy information fusion in mine safety[J]. 2008, (5): 114-116+120. DOI: 10.13873/j.1000-97872008.05.039.
多传感器模糊信息融合在煤矿安全中的应用
摘要
我国在矿井安全监测系统中
常采用单只传感器来实现对井下工作环境安全性的监测。为了克服单只传感器无法准确判断是否有危险发生
基于模糊集系统理论
提出一种应用多传感器模糊信息融合的监测方法
将监测设备的多只传感器所获得的信息模糊化
再将其融合
从而获取设备精确的状态估计。该方法充分利用了传感器提供的多种信息
提高了系统的识别率。实验结果表明:多传感器信息融合的识别准确率高于单传感器。因而
多传感器模糊信息融合是一种有潜力的新方法。
Abstract
At present
the single sensor is often applied in the mine safety monitoring system to monitor the safety of underground working conditions in our country.In order to overcome that the single sensor is unable to accurately judge whether the danger is to occur
based on the fuzzy set theory
the kind of fusion monitoring method which uses multi-sensor fuzzy information fusion is proposed.The state messages obtained by multi-sensor are fuzzily processed
and integrated by this fusion method
so that the precise state estimation of equipments can be realized.This method has fully used the multiple messages which the sensor provides
enhanced the recognition rate of the system.The experimental result shows that the identification result of the multi-sensor information fusion is better than that of the single sensor.Thus
the multi-sensors fuzzy information fusion is the new method which has the potential.