Publications


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Rao–Blackwellized particle filter (RBPF)
I. Miller, Campbell, M. E., and Huttenlocher, D., Efficient Unbiased Tracking of Multiple Dynamic Obstacles Under Large Viewpoint Changes, IEEE Transactions on Robotics, vol. 27, pp. 29–46, 2011.
path planning
J. Hardy, Campbell, M. E., Miller, I., and Schimpf, B., Sensitivity Analysis of an Optimization-Based Trajectory Planner for Autonomous Vehicles in Urban Environments, in SPIE Europe Conference on Unmanned/Unattended Sensors and Sensor Networks, 2008, vol. 7112, pp. 711211–711211–12.
nonlinear optimization
J. Hardy, Campbell, M. E., Miller, I., and Schimpf, B., Sensitivity Analysis of an Optimization-Based Trajectory Planner for Autonomous Vehicles in Urban Environments, in SPIE Europe Conference on Unmanned/Unattended Sensors and Sensor Networks, 2008, vol. 7112, pp. 711211–711211–12.
nonlinear filtering
F. Havlak and Campbell, M. E., Discrete and Continuous, Probabilistic Anticipation for Autonomous Robots in Urban Environments, Robotics, IEEE Transactions on, vol. PP, pp. 1-14, 2013.
Nonholonomic Motion Planning
J. Hardy and Campbell, M. E., Contingency planning over probabilistic hybrid obstacle predictions for autonomous road vehicles, in IEEE/RSJ International Conference on Intelligent Robots and Systems, Taipei, Taiwan, 2010, pp. 2237–2242.
J. Hardy and Campbell, M. E., Contingency planning over probabilistic hybrid obstacle predictions for autonomous road vehicles, IEEE Transactions on Robotics, vol. to be publ, 2013.
Intelligent Vehicles
J. Hardy and Campbell, M. E., Contingency planning over probabilistic hybrid obstacle predictions for autonomous road vehicles, in IEEE/RSJ International Conference on Intelligent Robots and Systems, Taipei, Taiwan, 2010, pp. 2237–2242.
intelligent transportation
M. E. Campbell, Egerstedt, M., How, J. P., and Murray, R. M., Autonomous driving in urban environments: approaches, lessons and challenges., Philosophical transactions. Series A, Mathematical, physical, and engineering sciences, vol. 368, pp. 4649–72, 2010.
ground robotics
J. Hardy, Campbell, M. E., Miller, I., and Schimpf, B., Sensitivity Analysis of an Optimization-Based Trajectory Planner for Autonomous Vehicles in Urban Environments, in SPIE Europe Conference on Unmanned/Unattended Sensors and Sensor Networks, 2008, vol. 7112, pp. 711211–711211–12.
Gaussian mixture models
F. Havlak and Campbell, M. E., Discrete and Continuous, Probabilistic Anticipation for Autonomous Robots in Urban Environments, Robotics, IEEE Transactions on, vol. PP, pp. 1-14, 2013.
Detection and tracking of moving obstacles
I. Miller, Campbell, M. E., and Huttenlocher, D., Efficient Unbiased Tracking of Multiple Dynamic Obstacles Under Large Viewpoint Changes, IEEE Transactions on Robotics, vol. 27, pp. 29–46, 2011.
darpa urban challenge
J. Hardy, Campbell, M. E., Miller, I., and Schimpf, B., Sensitivity Analysis of an Optimization-Based Trajectory Planner for Autonomous Vehicles in Urban Environments, in SPIE Europe Conference on Unmanned/Unattended Sensors and Sensor Networks, 2008, vol. 7112, pp. 711211–711211–12.

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