Legged Robot State Estimation With Invariant Extended Kalman Filter Using Neural Measurement Network

Donghoon Youm, Hyunsik Oh, Suyoung Choi +2

This paper introduces a novel proprioceptive state estimator for legged robots that combines model-based filters and deep neural networks. Recent studies have shown that neural net…