A Fuzzy Logic-based Approach for Multi-places and Multi-sensors Data Fusion
According to the features and needs of collecting the data of temperature and humidity of current industrial environment, and the multi-places and multi-sensors data fusion as well, this paper proposes a fuzzy logic-based approach for the multiplaces and multi-sensors data fusion. Firstly, this paper introduces the hardware construction of monitor system of temperature and humidity. Then, based on fuzzy set theory, the paper describes the model of fuzzy synthetic evaluation, and then proposes a novel algorithm for choosing the weights assignment proposals. Finally, a multi-places and multi-sensors data fusion approach, which is based on fuzzy synthetic evaluation, is presented. An example is also used for demonstrating the proposed approach. The results of system implementation identify that the approach can remove the influence of incorrect data on evaluating the temperature and humidity of current environment, and the data fusion result is objective and correct as well.
Sensor Fuzzy logic Synthetic evaluation Data fusion
Jun Zhang
College of Electronics and Information Engineering Liaoning University of Technology Jinzhou,China
国际会议
太原
英文
131-135
2011-02-26（万方平台首次上网日期，不代表论文的发表时间）