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The work presented in this paper addresses a practical approach to the problem of 3D pose estimation. The proposed method extends a classical 2D dead reckoning system to a 3D pose estimation system by merging data from odometry and multiple low cost rate gyros and accelerometers. The localization problem is decomposed into two parts, i.e. attitude estimation followed by pose estimation. Based on the...