WU Gui-qing, HU Xian, ZHANG Li-min, et al. Research on heterogeneous multi-sensor data fusion of tamping machine operating system[J]. 2012, 31(8): 76-78+82.
WU Gui-qing, HU Xian, ZHANG Li-min, et al. Research on heterogeneous multi-sensor data fusion of tamping machine operating system[J]. 2012, 31(8): 76-78+82. DOI: 10.13873/j.1000-97872012.08.030.
捣固车作业系统异质多传感器数据融合的研究
摘要
在捣固车安全作业监测系统的研制中
提出了基于概念格理论的异质多传感器两级数据融合处理机制
第一级引入支持度矩阵和最优加权
规避了捣固车在恶劣工作环境下
多传感器监测数据精确性和抗干扰差的缺点;第二级采用模糊属性决策层融合技术
增强了监测的智能化水平。
Abstract
In the research and development of safe operation detecting system of the tamping machine
two-level data fusion processing mechanism of heterogeneous multi-sensor based on concept lattice theory is presented.Two-level of data fusion model is established.In order to overcome the shortcomings of poor accuracy and anti-inteference of multi-sensor monitoring data while the tamping machine in harsh working environment
the support matrix and the optimal weighting is introduced into the first level.The second level applies fuzzy attribute fusion techniques on the decision level to enhance the intelligence level of the monitoring system.