Title :
Adaptive guidance and control for autonomous launch vehicles
Author :
Johnson, Eric N. ; Calise, Anthony J. ; Corban, J. Eric
Author_Institution :
Sch. of Aerosp. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
Adaptive guidance technology is developed to expand the potential of adaptive control when applied to autonomous launch systems. Pseudo-control hedging is applied to implement a fully integrated approach to direct adaptive guidance and control. For rocket powered vehicles, a recoverable failure generally leads to a reduction in total control authority. Pseudo-control hedging was developed to prevent the adaptive law from “seeing” and adapting to select vehicle input characteristics such as actuator position and rate limits and linear input dynamics. In this work, a previously developed adaptive inner-loop provides fault tolerance using an inverting control system design augmented with a neural net. An adaptive outer-loop is introduced that provides closed-loop guidance for reference trajectory tracking. The outer-loop adapts to force perturbations, the inner-loop to moment perturbations. The outer-loop is hedged to prevent adaptation to inner-loop dynamics. The hedge also enables adaptation at control limits, and eliminates the need for time-scale separation of inner and outer-loop dynamics, which is important for abort scenarios. The paper develops the methodology for adaptive trajectory following and control. Numerical simulation results in representative failure scenarios for the X-33 reusable launch vehicle demonstrator are presented. A brief summary of an autonomous guidance and control system appropriate for future reusable launch vehicles is given. The components developed are applied in such an architecture
Keywords :
adaptive control; aircraft control; closed loop systems; fault tolerance; military aircraft; neurocontrollers; X-33 reusable launch vehicle demonstrator; abort scenarios; actuator position limits; actuator rate limits; adaptive control; adaptive guidance; adaptive inner-loop; autonomous launch vehicles; closed-loop guidance; fault tolerance; force perturbations; inverting control system design; linear input dynamics; military aircraft; moment perturbations; neural net; numerical simulation; pseudo-control hedging; recoverable failure; reference trajectory tracking; rocket powered vehicles; Adaptive control; Control systems; Fault tolerant systems; Hydraulic actuators; Mobile robots; Navigation; Programmable control; Remotely operated vehicles; Rockets; Vehicle dynamics;
Conference_Titel :
Aerospace Conference, 2001, IEEE Proceedings.
Conference_Location :
Big Sky, MT
Print_ISBN :
0-7803-6599-2
DOI :
10.1109/AERO.2001.931288