Observability, Identifiability and Sensitivity of Vision-Aided Navigation

Joshua Hernandez, Konstantine Tsotsos, Stefano Soatto

We analyze the observability of motion estimates from the fusion of visual and inertial sensors. Because the model contains unknown parameters, such as sensor biases, the problem i…