Stephen L. Smith

Dynamics-matched Physical Reservoir Computing for Undersensed Traffic Prediction

This work shows that a reservoir governed by the Improved Intelligent Driver Model (IIDM) satisfies the echo state property for a class of slowly-varying inputs, and that the IIDM reservoir computer (IIDM-RC) accurately predicts an undersensed vehicle network governed by varying car-following models.