Intelligent control for near-autonomous aircraft missions

IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans.

Volumn 31, Issue 1, 2001, Pages 14-29

  Neidhoefer, J C ^b   Krishnakumar, K ^a,c  

^a IEEE

^b Accurate Automation Corporation   (United States)

^c Box 870280   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AIRCRAFT INSTRUMENTS; FLIGHT DYNAMICS; GENETIC ALGORITHMS; KINEMATICS; NEURAL NETWORKS; NONLINEAR CONTROL SYSTEMS; ROBUSTNESS (CONTROL SYSTEMS);

NONLINEAR AIRCRAFT CONTROLLERS;

INTELLIGENT CONTROL;

EID: 0035078487     PISSN: 10834427     EISSN: None     Source Type: Journal    
DOI: 10.1109/3468.903863     Document Type: Article

References (23)

1. K. Krishnakumar and J. Neidhoefer, "Immunized artificial systems-concepts and applications," in Genetic Algorithms and Evolution Strategies in Engineering and Computer Science. New York: Wiley, 1998.
2. K. Krishnakumar, "Levels of intelligent control: A tutorial," in AIAA Conf. Guidance Navigation Control, New Orleans, LA, 1997.
3. P. Antsaklis and K. Passino, An Introduction to Intelligent and Autonomous Control. Boston, MA: Kluwer, 1993.
4. P. Antsaklis, "Defining intelligent control; report of the task force on intelligent control," IEEE Control Syst. Mag., June 1994.
5. B. Stevens and F. Lewis, Aircraft Control and Simulation. New York: Wiley, 1992.
6. P. Werbos, "Approximate dynamic programming for real-time control and neural modeling," in Handbook of Intelligent Control: Neural, Fuzzy, and Adaptive Approaches. New York: Van Nostrand , 1993.
7. A. Barto, "Reinforcement learning and adaptive critic methods," in Handbook of Intelligent Control: Neural, Fuzzy, and Adaptive Approaches. New York: Van Nostrand, 1993.
8. P. Eaton, D. Prokhorov, and D. Wunsch, "Neurocontrollers for ball-and-beam systems," in Intelligent Engineering Systems through Artificial Neural Networks. New York: ASME, 1994, pp. 551-557.
9. R. Kumaralingam, "Application of adaptive critic neural networks to inventory problems," Ph.D. dissertation, Dept. Manage. Sci. Statist., Univ. Alabama, Tuscaloosa, 1996.
10. K. Krishnakumar and J. Neidhoefer, "Immunized adaptive critics," in ICNN '97, Houston, TX, 1997.
11. K. Krishnakumar, "Immunized artificial neural systems," in World Cong. Neural Networks, Portland, OR, July 11-15, 1993.
12. K. Krishnakumar, A. Satyadas, and J. Neidhoefer, "An immune system framework for integrating computational intelligence paradigms with applications to adaptive control," in Computational Intelligence (A Dynamic System Perspective). New York: IEEE Press, 1995.
13. K. Krishnakumar, "Immunized neurocontrol: Concepts and initial results," in COGANN-92 , Baltimore, MD, June 6, 1992.
14. K. Krishnakumar and J. Neidhoefer, "Immunized artificial systems-Concepts and applications," in Genetic Algorithms in Engineering and Computer Science. New York: Wiley, 1997.
15. J. S. Shamma, "Analysis and design of gain scheduled control systems," Ph.D. thesis, Dept. Mech. Eng., Mass. Inst. Technol., Cambridge, MA, 1988.
16. J. S. Shamma and M. Athans, "Analysis of nonlinear gain scheduled control systems," IEEE Trans. Automat. Control, vol. 35, pp. 898-907, 1990.
17. _, "Guaranteed properties of gain scheduled control of linear parameter- varying plants," Automatica, vol. 27, no. 3, pp. 559-564, May 1991.
18. _, "Gain scheduling: Potential hazards and possible remedies," Control Syst. Mag., vol. 12, no. 3, June 1992.
19. J. Neidhoefer and K. Krishnakumar, "Neuro gain approximation," in Intelligent Engineering Systems through Artificial Neural Networks. New York: ASME, 1996, pp. 543-550.
20. _, "Non-linear control using neural approximators with linear control theory," in AIAA Conf. Guidance, Navigation, Control, New Orleans, LA, Aug. 1997.
21. W. H. Press et al., Numerical Recipes in Fortran the Art of Scientific Computing. Cambridge, MA: Cambridge Univ. Press, 1992.
22. R. C. Nelson, Flight Stability and Automatic Control. New York: McGraw-Hill, 1989.
23. R. Brumbaugh, "Aircraft model for the AIAA controls design challenge," J. Guid. Contr. Dynam., vol. 17, no. 4, July-Aug. 1994.