DocumentCode
2891027
Title
A Lower Error Arithmetic of Data Fusion
Author
Zhao, Jie ; Li, Xin-fu ; Wang, Zhen-zhou
Author_Institution
Coll. of Electron. & Inf. Eng., Hebei Univ., Baoding
fYear
2006
fDate
13-16 Aug. 2006
Firstpage
1729
Lastpage
1733
Abstract
Arithmetic of data fusion and high-level error correcting applicable to sensor network are presented. These arithmetic can be updated and are universally applicable, so they can be applied to any kind and any size sensor networks. The process of data fusion has a remarkable effect on decreasing the data flux, as a result it can realize the real-time and remote monitoring to the message under the condition of lower bandwidth. By using a probability matrix and the statistical result of error correcting, the high-level error correcting is achieved. The sensor network assesses the arithmetic that mentioned above by tracking of moving subject, and the experimental result shows that these alignments can effectively decrease the data flux and avoid the error
Keywords
computer networks; error statistics; sensor fusion; wireless sensor networks; data flux; data fusion; error arithmetic; high-level error correcting; probability matrix; remote monitoring; sensor network; Arithmetic; Bandwidth; Computer errors; Condition monitoring; Cybernetics; Error analysis; Error correction; Intelligent sensors; Machine learning; Radiation monitoring; Remote monitoring; Sensor fusion; Sparse matrices; Data fusion; error rate; sensor network;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2006 International Conference on
Conference_Location
Dalian, China
Print_ISBN
1-4244-0061-9
Type
conf
DOI
10.1109/ICMLC.2006.258971
Filename
4028344
Link To Document