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A Rotation-Invariant Additive Vector Sequence Based Star Pattern Recognition

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A novel star pattern recognition technique for a “Lost-in-space” mode star tracker is presented in this paper. First, the two-dimensional (2-D) vectors connecting the stars are constructed in a rotation-invariant… Click to show full abstract

A novel star pattern recognition technique for a “Lost-in-space” mode star tracker is presented in this paper. First, the two-dimensional (2-D) vectors connecting the stars are constructed in a rotation-invariant frame. Later, the additive property of 2-D vectors is integrated with the rotation-invariant frame to build a vector sequence for star identification. The proposed technique achieves an identification accuracy of 98.7% and has a run-time of only 12 ms for real-time testing on star images.

Keywords: star pattern; rotation invariant; vector sequence; star; pattern recognition

Journal Title: IEEE Transactions on Aerospace and Electronic Systems
Year Published: 2019

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