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Autonomous navigation for a deep space probe is based on the measurements, including the Line of sight(LOS) of different celestial bodies measured by optical images, the velocity with respect to the stable stars measured by optical doppler shifts, and the distance to the solar system barycenter measured by time of arrival of X-ray pulsar sources. This paper is aimed at proposing an optimal measurement...
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