Three-tier Information Fusion System Research Based on Multi-Agent Technology
Yiran Wang · Science Technology and Engineering · 2012
For some shortcomings of the traditional sensor networks,such as:complex network management,low degree of system integration intelligent,low –precision,single model,the structure is not clear,etc.,The unique advantages of the Multi-Agent technology,sensor networks technology,information fusion technology are first analyzed,and then the computer network hierarchy ideas and knowledge representation concept based on artificial intelligence ontology and a improved method of SVM classification for information fusion to construct a multi-sensor three-tier information integration system based on Multi-Agent technology are used and then its specific integration process is analyzed.At last,the classification process using MATLAB is analyzed.Experimental results show that:the system has high classification precison and to a certain extent not only obviously make up for the shortcomings of conventional sensor but also provides some more accurate targent parameters for late decision-making.