A New Classification Method on Information Fusion of Wireless Sensor Networks
Information fusion still faces many problems in WSN (Wireless Sensor Networks). So far,uniform and accurate definition about information fusion of WSN is rare.Because WSN provides service to the users,we take users requirements as a springboard To analyze common information fusion definitions and considering adequately the most important factor-users requirements,then,a novel definition about information fusion of WSN appeared; hereby an original method of information fusion classification in view of users requirements based on SOM (Self-Organizing Feature Map) is given. SOM is powerful in processing magnanimous clustering information. It is the point that we take it as one infusion method in our structure. Experiments were done proved that different methods fitted different users requirements to make user satisfied The advantage is that such classification and disposal method according with particular characters of WSN not only can obtain more exact and more general information in application but also can assist in intelligence decision-making later.
information fusion WSN SOM
Chanchan Zhao Yuxing Wang
College of Information Engineering Inner Mongolia University of Technology Hohhot,Inner Mongolia,Chi Institute of Computer and Software Taiyuan University of Technology Taiyuan,Shanxi Province,China
国际会议
成都
英文
231-236
2008-01-01（万方平台首次上网日期，不代表论文的发表时间）