Publications


Found 240 results
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3d mapping
C. Rivadeneyra and Campbell, M. E., “Probabilistic multi-level maps from LIDAR data”, The International Journal of Robotics Research, vol. 30, pp. 1508–1526, 2011.
3d pixels
J. R. Schoenberg and Campbell, M. E., “Distributed Terrain Estimation Using a Mixture-Model Based Algorithm”, in International Conference on Information Fusion, Seattle, WA, 2009, pp. 960–967.
Ad hoc networks
N. Ahmed and Campbell, M. E., “Fast Consistent Chernoff Fusion of Gaussian Mixtures for Ad Hoc Sensor Networks”, IEEE Transactions on Signal Processing, vol. 60, pp. 6739–6745, 2012.
Adaptive Kalman filtering
M. E. Campbell and Grocott, S. C. O., “Parametric uncertainty model for control design and analysis”, IEEE Transactions on Control Systems Technology, vol. 7, pp. 85–96, 1999.
Aerospace control
M. E. Campbell, “Collision monitoring within satellite clusters”, IEEE Transactions on Control Systems Technology, vol. 13, pp. 42–55, 2005.
AI Reasoning Methods
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.
AI Reasoning Methods.
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.
Aircraft detection and tracking
M. E. Campbell and Whitacre, W. W., “Cooperative Tracking using Vision Measurements on SeaScan UAV's”, IEEE Transactions on Control Systems Technology, vol. 15, pp. 613–626, 2007.
alternative techniques have been
J. R. Schoenberg and Campbell, M. E., “Distributed Terrain Estimation Using a Mixture-Model Based Algorithm”, in International Conference on Information Fusion, Seattle, WA, 2009, pp. 960–967.
angular prism
J. R. Schoenberg and Campbell, M. E., “Distributed Terrain Estimation Using a Mixture-Model Based Algorithm”, in International Conference on Information Fusion, Seattle, WA, 2009, pp. 960–967.
autonomous cars
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.
L. Fletcher, Teller, S., Olson, E., Moore, D., Kuwata, Y., How, J. P., Leonard, J., Miller, I., Campbell, M. E., Huttenlocher, D., Nathan, A., and Kline, F. -robert, “The MIT-Cornell collision and why it happened”, Journal of Field Robotics, vol. 25, pp. 775–807, 2008.
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.
K. Wyffels and Campbell, M. E., “Modeling and Fusing Negative Information For Dynamic Extended Multi-object Tracking”, in IEEE International Conference on Robotics and Automation (ICRA), Karlsruhe, Germany, 2013, pp. 3176-3182.
K. Wyffels and Campbell, M. E., “Negative Observations for Multiple Hypothesis Tracking of Dynamic Extended Objects”, in Proceedings of the American Control Conference (ACC), Portland, OR, 2014.
K. Wyffels and Campbell, M. E., “Joint tracking and non-parametric shape estimation of arbitrary extended objects”, in Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), Seattle, Washington, 2015.
K. Wyffels and Campbell, M. E., “Negative Information For Occlusion Reasoning In Dynamic Extended Multiobject Tracking”, IEEE Transactions on Robotics, vol. 31, no. 2, pp. 425-442, 2015.
autonomous driving
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.
Bayesian methods
N. Ahmed and Campbell, M. E., “Fast Consistent Chernoff Fusion of Gaussian Mixtures for Ad Hoc Sensor Networks”, IEEE Transactions on Signal Processing, vol. 60, pp. 6739–6745, 2012.
N. Ahmed, Sample, E. M., and Campbell, M. E., “Bayesian Multicategorical Soft Data Fusion for Human–Robot Collaboration”, IEEE Transactions on Robotics, vol. 29, pp. 189–206, 2013.
bayesian networks
N. Ahmed and Campbell, M. E., “Variational Bayesian Learning of Probabilistic Discriminative Models With Latent Softmax Variables”, IEEE Transactions on Signal Processing, vol. 59, pp. 3143–3154, 2011.
bounded estimators
P. G. Otanez and Campbell, M. E., “Detection Methods for Mode Perturbation Signatures”, IEEE Transactions on Automatic Control, vol. 57, pp. 2923–2928, 2012.
P. G. Otanez and Campbell, M. E., “Bounded Switched Linear Estimator for Smooth Nonlinear Systems”, IEEE Transactions on Control Systems Technology, vol. 15, pp. 358–368, 2007.
Chernoff fusion
N. Ahmed and Campbell, M. E., “Fast Consistent Chernoff Fusion of Gaussian Mixtures for Ad Hoc Sensor Networks”, IEEE Transactions on Signal Processing, vol. 60, pp. 6739–6745, 2012.
Cognitive Human-Robot Interaction
D. C. Shah, Schneider, J., and Campbell, M. E., “A robust sketch interface for natural robot control”, in IEEE/RSJ International Conference on Intelligent Robots and Systems, Taipei, Taiwan, 2010, pp. 4458–4463.

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