Publications


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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.
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.
dynamic tracking
I. Miller and Campbell, M. E., Team Cornell's Skynet: Robust perception and planning in an urban environment, Journal of Field Robotics, vol. 25, pp. 493–527, 2008.
estimation theory
I. Miller and Campbell, M. E., Team Cornell's Skynet: Robust perception and planning in an urban environment, Journal of Field Robotics, vol. 25, pp. 493–527, 2008.
field robots
I. Miller and Campbell, M. E., Particle filtering for map-aided localization in sparse GPS environments, in IEEE International Conference on Robotics and Automation, Pasadena, CA, 2008, pp. 1834–1841.
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.
Localization
I. Miller and Campbell, M. E., Particle filtering for map-aided localization in sparse GPS environments, in IEEE International Conference on Robotics and Automation, Pasadena, CA, 2008, pp. 1834–1841.
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.
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.
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.
sensor fusion
I. Miller and Campbell, M. E., Particle filtering for map-aided localization in sparse GPS environments, in IEEE International Conference on Robotics and Automation, Pasadena, CA, 2008, pp. 1834–1841.