Probabilistic data association in high clutter environments

Data association is the key component in single or multiple target tracking algorithms with measurement origin. Probabilistic Data Association (PDA), in which all validated measurements are associated probabilistically to the predicted estimate, is a well-known method to handle the measurement origin uncertainty. In PDA, the effect of measurement origin uncertainty is incorporated into the updated covariance by adding the spread of the …