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Robust Model Predictive Control with a Safety Mode: Applied to Small-Body Proximity Operations |
Abstract |
Safe and robust G&C (Guidance and Cont … Safe and robust G&C (Guidance and Control) algorithms for onboard implementation are developed by augmenting a model predictive control technique with a safety mode. The application example herein is spacecraft small-body proximity operations where model and constraint uncertainty warrant G&C algorithms with a degree of autonomous, onboard decision capability. The algorithm enforces state and control constraints and merges two operational modes: (I) standard mode guides the spacecraft to the proximity of a target state in a robust and resolvable model-predictive manner; (II) safety mode, if activated, maintains the spacecraft near a safety reference for all time. The algorithm utilizes separate feedforward and feedback components. In standard mode, the feedforward guidance solutions come from a way-point generation algorithm that uses a discrete linear-time-varying dynamics model. This approach provides a convex formulation of the problem (solvable onboard as a second-order cone program) that includes control and state constraints; the safety-mode availability adds a constraint in this standard-mode formulation as well. The feedback guarantees standard-mode resolvability to update the guidance profile in a robust, model-predictive manner. In safety mode, an offline-designed feedforward policy with the added feedback maintains the spacecraft in a hovering state in the proximity of its position at safety-mode activation time; this provides robustness to unexpected state-constraint changes such as unexpected ground proximity during landing operations. A simulation demonstrating both the standard and safety modes is provided for a spacecraft autonomous-descent scenario toward a small asteroid with an uncertain gravity model and errors in the surface altitude constraint. errors in the surface altitude constraint. +
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Authors | John Carson, Behcet Acikmese, Richard Murray, and Douglas MacMynowski + |
ID | 2008 + |
Source | AIAA Guidance, Navigation and Control Conference and Exhibit, Guidance, Navigation, and Control and Co-located Conferences, 2008 + |
Tag | camm08-aiaa + |
Title | Robust Model Predictive Control with a Safety Mode: Applied to Small-Body Proximity Operations + |
Type | Conference paper + |
Categories | Papers |
Modification date This property is a special property in this wiki.
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17 May 2016 13:33:39 + |
URL This property is a special property in this wiki.
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http://arc.aiaa.org/doi/abs/10.2514/6.2008-7243 + |
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Robust Model Predictive Control with a Safety Mode: Applied to Small-Body Proximity Operations + | Title |
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