지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국지능시스템학회 INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS Vol.8 No.1
- 발행연도
- 2008.3
- 수록면
- 11 - 17 (7page)
이용수
초록· 키워드
오류제보하기
Typical wireless sensor networks used in structural monitoring are continuous types wherein data transmission is progressive at all time that may include irrelevant and insignificant data and information. Continuous types of wireless monitoring systems often pose problems of handling large-sized data that may deteriorate the performance of the system. The proposed method is to suggest an event-triggered monitoring system that captures and transmits relevant data only. An error signal generated by the Principal Components Analysis (PCA) is utilized as an index for event detection and selective data transmission. With this new monitoring scheme, the remote server is relieved of unwanted data by receiving only relevant information from the wireless sensor networks. The performance of the proposed scheme was verified with simulation studies.
목차
ABSTRACT
Introduction
2. Fundamentals of Principal Component Analysis(PCA)
3. A New Type of Structural Monitoring System based on PCA
4. Simulation Study
5. Conclusions
References
참고문헌 (15)
참고문헌 신청
1. [학술대회논문] - A.Basharat / 2005 / A Framework for Intelligent Sensor Network with Video Camera for Structural Health Monitoring of Bridges / Proceedings of the Third IEEE International Conference on Pervasive Computing and Communications Workshops : 385 ~ 389
2. [학술대회논문] - A. Q. Ikhlas / 2005 / A local PCA algorithm for inspection of concrete bridges / Proc. 2005 Int. Conf., Cancun, Mexico
3. [단행본] - A. Webb / 2002 / Statistical Pattern Recognition,2nd Ed. / Chichester: Wiley
4. [학술지(정기간행물)] - C. Aubrun / 1993 / Fault diagnosis and reconfiguration of systems using fuzzy logic:application to a thermal plant / International Journal of System Science 4 (10) : 1945 ~ 1954
5. [학술지(정기간행물)] - C. Chen / 1995 / A near pattern matching scheme based upon principal components analysis / Pattern Recognition Letters 16 (4) : 339 ~ 345
2. [학술대회논문] - A. Q. Ikhlas / 2005 / A local PCA algorithm for inspection of concrete bridges / Proc. 2005 Int. Conf., Cancun, Mexico
3. [단행본] - A. Webb / 2002 / Statistical Pattern Recognition,2nd Ed. / Chichester: Wiley
4. [학술지(정기간행물)] - C. Aubrun / 1993 / Fault diagnosis and reconfiguration of systems using fuzzy logic:application to a thermal plant / International Journal of System Science 4 (10) : 1945 ~ 1954
5. [학술지(정기간행물)] - C. Chen / 1995 / A near pattern matching scheme based upon principal components analysis / Pattern Recognition Letters 16 (4) : 339 ~ 345
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UCI(KEPA) : I410-ECN-0101-2009-028-015010494