11 citations · 12 across the 3 of their papers we have counts for
4 papers
Multiple Target Tracking and Filtering using Bayesian Diabatic Quantum Annealing
Timothy M. McCormick, Zipporah Klain, Ian Herbert +4
In this paper, we present a hybrid quantum/classical algorithm to solve an NP-hard combinatorial problem called the multiple target data association (MTDA) and tracking problem. We…
Implementation of a Multiple Target Tracking Filter on an Adiabatic Quantum Computer
Timothy M. McCormick, Bryan R. Osborn, R. Blair Angle +1
Recent work at Fraunhofer FKIE shows that Morefield's method for multiple target data association can in theory be solved on an adiabatic quantum computer. The present paper valida…
Reduced Palm Intensity for Track Extraction
Ali Onder Bozdogan, Roy Streit, Murat Efe
The pair correlation function is introduced to target tracking filters that use a finite point process target model as a means to investigate interactions in the Bayes posterior ta…
The Pointillist Family of Multitarget Tracking Filters
Roy Streit, Christoph Degen, Wolfgang Koch
The family of pointillist multitarget tracking filters is defined to be the class of filters that is characterized by a joint target-measurement finite point process. The probabili…