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The iterated kalman smoother as a gauss–newton method

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Iterated Invariant EKF for Quadruped Robot Odometry

cs.RO · 2026-04-16 · unverdicted · novelty 5.0

An IterIEKF algorithm for quadruped odometry, relying on proprioceptive kinematic constraints, outperforms vanilla IEKF and SO(3) Kalman filters in accuracy and consistency on simulations and real datasets.

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  • Iterated Invariant EKF for Quadruped Robot Odometry cs.RO · 2026-04-16 · unverdicted · none · ref 11

    An IterIEKF algorithm for quadruped odometry, relying on proprioceptive kinematic constraints, outperforms vanilla IEKF and SO(3) Kalman filters in accuracy and consistency on simulations and real datasets.