Title :
A software-in-the-loop simulation of an intelligent microsatellite within a virtual environment
Author :
Hassani, Kaveh ; Won-Sook Lee
Author_Institution :
Sch. of Electr. Eng. & Comput. Sci., Univ. of Ottawa, Ottawa, ON, Canada
Abstract :
Rapid growth in space missions necessitates the onboard intelligence, which creates autonomous space systems by providing high level decision making, robust execution of decisions, and automatic fault repairing. Mostly, autonomous space systems are implemented as hybrid architectures with a few conceptual layers. Validating the stability and evaluating the performance of an autonomous architecture is critical for space missions. Software-in-the-loop simulation is a suitable approach for addressing this demand. However, the data acquired from simulation is represented as alphanumeric values or diagrams, which needs to be interpreted. In this paper, we propose an intelligent architecture to provide onboard autonomy for an observation micro-satellite. The architecture integrates the low level physical actions with conceptual decision making ability in a hierarchical manner. To evaluate the proposed architecture, we have implemented a distributed software-in-the-loop simulation to simulate the space, satellite, ground stations, and intelligent onboard software. Moreover, for the first time, we have used virtual reality to visualize the satellite´s autonomous behavior in the orbit. It lets the users have a high level feedback from integrated simulation. Scenario-based evaluations have shown the stability and efficiency of the proposed architecture.
Keywords :
aerospace computing; artificial satellites; decision making; digital simulation; distributed processing; fault diagnosis; virtual reality; automatic fault repairing; autonomous architecture; autonomous space systems; conceptual decision making ability; distributed software-in-the-loop simulation; high level decision making; intelligent microsatellite; observation microsatellite; onboard autonomy; onboard intelligence; scenario-based evaluations; space missions; virtual environment; virtual reality; Computer architecture; Real-time systems; Satellites; Sensors; Software; Solid modeling; Space vehicles; Hybrid intelligent system; onboard autonomy; satellite visualization; software-in-the-loop simulation;
Conference_Titel :
Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), 2013 IEEE International Conference on
Conference_Location :
Milan
Print_ISBN :
978-1-4673-4701-3
DOI :
10.1109/CIVEMSA.2013.6617391