Neural network based modeling and analysis of LP control surface allocation Conference Paper uri icon

abstract

  • This paper presents an approach to interpretive modeling of LP based control allocation in intelligent flight control. The emphasis is placed on a nonlinear interpretation of the LP allocation process as a static map to support analytical study of the resulting closed loop system, albeit in approximate form. The approach makes use of a bi-layer neural network to capture the essential functioning of the LP allocation process. It is further shown via Lyapunov based analysis that under certain relatively mild conditions the resulting closed loop system is stable. Some preliminary conclusions from a study at Ames are stated and directions for further research are given at the conclusion of the paper.

author list (cited authors)

  • Langari, R., Krishnakumar, K., & Gundy-Burlet, K.

publication date

  • December 2003