DocumentCode
2900451
Title
Dams displacements monitoring using second order blind identification algorithm
Author
Popesecu, T.D.
Author_Institution
Res. Div., Nat. Inst. for Res. & Dev. in Informatics, Bucharest, Romania
fYear
2002
fDate
2002
Firstpage
345
Lastpage
349
Abstract
Blind source separation (BSS) is an emerging field of fundamental research with a wide range of applications such as remote sensing, data communications, speech processing and medical diagnosis. It is motivated by practical scenarios that involve multi-sources and multi-sensors. The key objective of BSS is to retrieve the source signals without resorting to any a priori information about the source signals and the transmission channel. In this paper, a second order statistics based technique and the corresponding algorithm are presented to perform the blind separation of stationary or cyclostationary sources. Finally, a case study with real data having as subject dams displacements monitoring is presented.
Keywords
blind source separation; civil engineering; dams; higher order statistics; monitoring; blind source separation; cyclostationary sources; dams displacements monitoring; second order statistics; source signal retrieval; stationary sources; structural deterioration; transmission channel; Blind source separation; Data communication; Information retrieval; Medical diagnosis; Monitoring; Remote sensing; Signal processing; Source separation; Speech processing; Uniform resource locators;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control, 2002. Proceedings of the 2002 IEEE International Symposium on
ISSN
2158-9860
Print_ISBN
0-7803-7620-X
Type
conf
DOI
10.1109/ISIC.2002.1157787
Filename
1157787
Link To Document