A study of an autonomous lunar return navigation system is performed. Autonomy is achieved using optical sensors and celestial navigation. Sensors and error models for celestial navigation are developed with Monte Carlo methods and used to support the study. Sensitivity analysis of the estimation error to the sensors noises is obtained with linear covariance techniques.
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