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Point set registration is an important problem in Simultaneous Localization And Mapping (SLAM). In this paper, a novel registration algorithm based on Cubature Kalman Filter (CKF) is proposed. First, the state space model (SSM) regarding two point sets with Gaussian noise is formulated. Then CKF and simulated annealing based algorithm is utilized to optimize the process recursively. Since point set...
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