Dendritic cell mechanism for aircraft immunity-based failure detection and identification

AIAA Guidance, Navigation, and Control (GNC) Conference

Volumn , Issue , 2013, Pages

  Al Azzawi, Dia ^a   Perhinschi, Mario G ^a   Moncayo, Hever ^b  

^a WEST VIRGINIA UNIVERSITY   (United States)

^b EMBRY RIDDLE AERONAUTICAL UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ABNORMAL CONDITION DETECTIONS; AIRCRAFT SUBSYSTEMS; ARTIFICIAL IMMUNE SYSTEM; COMPUTATIONAL UNITS; DETECTION AND IDENTIFICATIONS; IMPLEMENTATION ALGORITHMS; MATHEMATICAL FORMULATION; MULTIPLE FAILURES;

AIRCRAFT DETECTION; CELLS; DATA PROCESSING; FLIGHT SIMULATORS;

IDENTIFICATION (CONTROL SYSTEMS);

EID: 84883706600     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (22)

1. Dasgupta, D., editor, Artificial Immune Systems and Their Applications, Springer Verlag, 1998.
2. KrishnaKumar, K., "Artificial Immune System Approaches for Aerospace Applications, " AIAA-2003-0457, Proc. of the 41st Aerospace Sciences Meeting & Exhibit, Reno, Nevada, 2003.
3. Perhinschi, M. G., Moncayo, H., and Davis, J., "Integrated Framework for Artificial Immunity-Based Aircraft Failure Detection, Identification, and Evaluation, " AIAA Journal of Aircraft, Vol. 47, No. 6, Nov.-Dec. 2010, pp. 1847-1859.
4. Moncayo, H., Perhinschi, M. G., and Davis, J., "Artificial Immune System Based Aircraft Failure Detection and Identification Over an Extended Flight Envelope, " The Aeronautical Journal, Vol. 115, No. 1163, Jan. 2011.
5. Moncayo, H., Perhinschi, M. G., and Davis, J., "Artificial Immune System Based Aircraft Failure Evaluation Over Extended Flight Envelope, " AIAA Journal of Guidance, Control, and Dynamics, Vol. 34, No. 4, Jul.-Aug. 2011, pp. 9890-1001.
6. Moncayo, H., Perhinschi, M. G., and Davis, J., "Aircraft Failure Detection and Identification Using an Immunological Hierarchical Multi-Self Strategy, " AIAA Journal of Guidance, Control, and Dynamics, Vol. 33, No. 4, Jul.-Aug. 2010, pp. 302-320.
7. Moncayo, H., Perhinschi, M. G., Wilburn, B., Wilburn, J., and Karas, O., "UAV Adaptive Control Laws Using Non-Linear Dynamic Inversion Augmented with an Immunity-based Mechanism, " Proc. of the AIAA Guidance, Navigation, and Control Conference, Minneapolis, MN, Aug. 2012.
8. Greensmith, J., The Dendritic Cell Algorithm, Ph.D. thesis, University of Nottingham, Oct. 2007.
9. Kulis, A., Rahimi, S., and Lee, Y., "Finding Danger using Fuzzy Dendritic Cells, " IEEE Workshop on Hybrid Intelligent Models and Applications, 2011.
10. Greensmith, J. and Aickelin, W., "The Deterministic Dendritic Cell Algorithm, " Proceedings of the 7th International Conference on Artificial Immune Systems, 2008.
11. Mokhtar, M., Bi, R., Timmis, J., and Tyrrell, A. M., "A Modified Dendritic Cell Algorithm for On-line Error Detection in Robotic Systems, " IEEE Congress on Evolutionary Computation, 2009.
12. Oates, R., Greensmith, J., Aickelin, U., Garibaldi, J., and Kendall, G., "The Application of a Dendritic Cell Algorithm to a Robotic Classifier, " Proceedings of the 6th International Conference on Artificial Immune Systems, 2007.
13. Greensmith, J., Twycross, J., and Aickelin, U., "Dendritic Cells for Anomaly Detection, " Proceedings of the 6th IEEE Congress on Evolutionary Computation, 2006.
14. Ogundipe, O., Greensmith, J., and Roberts, G., "Multipath Detection Using the Dendritic Cell Algorithm, " XXIV FIG International Congress, 2010.
15. Bendiab, E. and Kholladi, M. K., "Recognition of Plant Leaves Using the Dendritic Cell Algorithm, " International Journal of Digital Information and Wireless Communications, Vol. 1, No. 1, 2011.
16. Amaral, J. L., "Fault Detection in Analog Circuits Using a Fuzzy Dendritic Cell Algorithm, " Proceedings of the 10th International Conference on Artificial Immune Systems, 2011.
17. Janeway, C. A., Travers, P., Walport, M., and Shlomchik, M. J., Immunobiology: The Immune System in Health and Disease, Garland Science, New York, 6th ed., 2005.
18. Steinman, R. M. and Cohn, Z. A., "Identification of a Novel Cell Type in Peripheral Lymphoid Organs of Mice, " Journal of Experimental Medicine, Vol. 137, No. 5, May 1973.
19. Steinman, R. M., "Introduction to Dendritic Cells, " Laboratory of Cellular Physiology and Immunology, The Rockefeller University official site availabe at http://lab.rockefeller.edu/steinman/dendritic_intro/, last accessed Jan. 2013.
20. Banchereau, J. and Steinman, R. M., "Dendritic Cells and the Control of Immunity, " Nature, Vol. 392, March 1998.
21. Pletinckx, K., Döhler, A., Pavlovic, V., and Lutz, B. M., "Role of Dendritic Cell Maturity/Costimulation for Generation, Homeostasis, and Suppressive Activity of Regulatory T-Cells, " Frontiers in Immunology, Vol. 2, Sept. 2011.
22. Perhinschi, M. G., Moncayo, H., and Al Azzawi, D., "Development of Immunity-Based Framework for Aircraft Abnormal Conditions Detection, Identification, Evaluation, and Accommodation, " AIAA Guidance, Navigation, and Control Conference, Boston, MA, Aug. 2013.