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Collaborative space robots are an emerging technology with high impact as robots facilitate servicing functions in collaboration with astronauts with higher precision during lengthy tasks, under tight operational schedules, with less risk and costs, making them more efficient and economically more viable. However, human-robot collaboration in space is still a challenge concerning key issues in human-robot interaction, including mobility and collaborative manipulation of objects on a microgravity environment. In this paper we formulate an algorithm that enables a free-flyer robot, equipped with a manipulator, to perform an object handover between a human and a free-flyer robot, in a microgravity environment. To validate and evaluate this algorithm, we present a systematic user study with the goal of understanding the subjective outcome effects of a rigid and compliant impedance robot behavior during the interaction. The results showed that the rigid behavior was overall more preferable and registered higher transfer success during the tasks., Comment: 8 pages, 4 figures, accepted for i-SAIRAS 2020