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Volumn , Issue , 1996, Pages 1-11

A comparison between Kalman filter and neural network approaches for sensor validation

Author keywords

[No Author keywords available]

Indexed keywords

BANDPASS FILTERS; COMPLEX NETWORKS; FLIGHT CONTROL SYSTEMS; KALMAN FILTERS; NETWORK ARCHITECTURE; NEURAL NETWORKS; ROBUSTNESS (CONTROL SYSTEMS);

EID: 84959104098     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (6)

References (18)
  • 1
    • 0017022844 scopus 로고
    • A Survey of Several Failure Detection Methods
    • Willsky, A.S. "A Survey of Several Failure Detection Methods", Automatica, Vol. 12, No.6,1976, pp.601-611
    • (1976) Automatica , vol.12 , Issue.6 , pp. 601-611
    • Willsky, A.S.1
  • 2
    • 0020151701 scopus 로고
    • False Alarm and Correct Detection Probabilities Over a Time Interval for Restricted Classes of Failure Detection Algorithms
    • Kerr, T. "False Alarm and Correct Detection Probabilities Over a Time Interval for Restricted Classes of Failure Detection Algorithms", IEEE Transactions on Information Theory, Vol. IT-20, No. 4,1982, pp.619-631
    • (1982) IEEE Transactions on Information Theory , vol.IT-20 , Issue.4 , pp. 619-631
    • Kerr, T.1
  • 5
    • 0024861871 scopus 로고
    • Approximation by Superposition of Sigmoidal Functions
    • Cybenko, G. "Approximation by Superposition of Sigmoidal Functions", Mathematics of Control Signals and Systems, Vol. 2, No. 4, pp. 303-314,1989
    • (1989) Mathematics of Control Signals and Systems , vol.2 , Issue.4 , pp. 303-314
    • Cybenko, G.1
  • 9
    • 0027702663 scopus 로고
    • Aircraft Failure Detection and Identification Using Neural Networks
    • Nov-Dec
    • Napolitano, M.R., Chen, C.I., Naylor, S. "Aircraft Failure Detection and Identification Using Neural Networks", ALAA Journal of Guidance, Control and Dynamics, Vol. 16, Number 6, Nov-Dec. 1993, pg.999-1009
    • (1993) ALAA Journal of Guidance, Control and Dynamics , vol.16 , Issue.6 , pp. 999-1009
    • Napolitano, M.R.1    Chen, C.I.2    Naylor, S.3
  • 10
    • 0029368374 scopus 로고
    • On-Line Learning Neural Network Controllers for Autopilot Systems
    • Sep-Oct
    • Napolitano, M.R., Kincheloe, M., "On-Line Learning Neural Network Controllers for Autopilot Systems", AIAA Journal of Guidance, Control and Dynamics, Vol. 18, Number 5, Sep-Oct 1995, pg. 1008-1015
    • (1995) AIAA Journal of Guidance, Control and Dynamics , vol.18 , Issue.5 , pp. 1008-1015
    • Napolitano, M.R.1    Kincheloe, M.2
  • 11
    • 84959086584 scopus 로고    scopus 로고
    • Sensor Failure Detection, Identif cation and Accommodation in a System Without Sensors Redundancy
    • To be published on the Nov.-Dec
    • Napolitano, M.R., Neppach, C., Casdorph, V., Naylor, S., Innocenti, M., Silvestri, G. "Sensor Failure Detection, Identif cation and Accommodation in a System Without Sensors Redundancy", Paper accepted for publication in the AIAA Journal of Control and Dynamics. To be published on the Nov.-Dec. 95 issue.
    • Journal of Control and Dynamics
    • Napolitano, M.R.1    Neppach, C.2    Casdorph, V.3    Naylor, S.4    Innocenti, M.5    Silvestri, G.6
  • 12
    • 33748063152 scopus 로고
    • Application of Neural Networks in Sensor Failure Detection, Identification, and Accommodation in a System Without Sensor Redundancy
    • West Virginia University, Morgantown, June
    • Neppach, C.D. "Application of Neural Networks in Sensor Failure Detection, Identification, and Accommodation in a System Without Sensor Redundancy", Thesis for Master Science in Aerospace Engineering, Department of Mechanical and Aerospace Engineering, West Virginia University, Morgantown, June 1994
    • (1994) Thesis for Master Science in Aerospace Engineering, Department of Mechanical and Aerospace Engineering
    • Neppach, C.D.1
  • 16
    • 68949141343 scopus 로고
    • An Optimal Recursive Iterative Algorithm for Discrete Nonlinear Least Squares Estimation
    • AIAA Paper 95-3218, Baltimore, Md, August
    • Haupt, G., Kasdin, N., Keiser, G., Parkinson, B. "An Optimal Recursive Iterative Algorithm for Discrete Nonlinear Least Squares Estimation", Proceedings of the '95 AIAA Guidance, Navigation and Control Conference, AIAA Paper 95-3218, Baltimore, Md, August 1995
    • (1995) Proceedings of the '95 AIAA Guidance, Navigation and Control Conference
    • Haupt, G.1    Kasdin, N.2    Keiser, G.3
  • 18
    • 84959167994 scopus 로고
    • Technical Report, March
    • Aurora Flight Sciences, "Theseus Aerodynamic Data", Technical Report, March 1995
    • (1995) Theseus Aerodynamic Data


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.