Geometry Induced Contraction Degradation and Stabilization of Learning Enabled Observers

Aditi Acharya, Andrew Fleck

Learned perception models are increasingly used as measurement maps within nonlinear observers, mapping high dimensional sensory inputs to low dimensional quantities for state esti…