Tracking a target moving in a known road network by square-root equality-constrained filtering

In this paper, a square-root equality-constrained linear filter is used to track a target moving along a road. This choice provides a computationally efficient, algorithmically simple and numerically robust solution for the implementation of a VS-DMM (variable structure-dynamic multiple model) filter. A performance evaluation via Monte Carlo simulations shows the effectiveness of the proposed approach.