Publications


Found 240 results
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nonlinear estimation
J. Ousingsawat and Campbell, M. E., On-line estimation and path planning for multiple vehicles in an uncertain environment, International Journal of Robust and Nonlinear Control, vol. 14, pp. 741–766, 2004.
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.
negative information
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., Negative Information For Occlusion Reasoning In Dynamic Extended Multiobject Tracking, IEEE Transactions on Robotics, vol. 31, no. 2, pp. 425-442, 2015.
multiple satellite autonomy
T. Schetter, Campbell, M. E., and Surka, D., Multiple agent-based autonomy for satellite constellations, Artificial Intelligence, vol. 145, pp. 147–180, 2003.
multi-wafer
J. Reiter, Bohringer, K. F., and Campbell, M. E., MEMS Control Moment Gyroscope Design and Wafer-Based Spacecraft Chassis Study, in SPIE Symposium on Micromachining and Microfabrication, Santa Clara, CA, 1999, vol. 3876, pp. 122–128.
multi-object tracking
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.
multi-agent systems
T. Schetter, Campbell, M. E., and Surka, D., Multiple agent-based autonomy for satellite constellations, Artificial Intelligence, vol. 145, pp. 147–180, 2003.
Monte Carlo 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.
model selection
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.
Model predictive control (MPC)
E. Scholte and Campbell, M. E., Robust Nonlinear Model Predictive Control With Partial State Information, IEEE Transactions on Control Systems Technology, vol. 16, pp. 636–651, 2008.
mobile sensors
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.
Mobile Robots
R. Tse, Ahmed, N., and Campbell, M. E., Unified mixture-model based terrain estimation with Markov Random Fields, in IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI), 2012, pp. 238–243.
mixture of experts
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.
N. Ahmed and Campbell, M. E., On estimating simple probabilistic discriminative models with subclasses, Expert Systems with Applications, vol. 39, pp. 6659–6664, 2012.
mems
J. Reiter, Bohringer, K. F., and Campbell, M. E., MEMS Control Moment Gyroscope Design and Wafer-Based Spacecraft Chassis Study, in SPIE Symposium on Micromachining and Microfabrication, Santa Clara, CA, 1999, vol. 3876, pp. 122–128.
maximum likelihood combining
B. Jones, Campbell, M. E., and Tong, L., Maximum likelihood combining of stochastic maps, in Annual Allerton Conference on Communication, Control, and Computing (Allerton), 2011, pp. 1238–1241.
markov models
D. C. Shah, Schneider, J., and Campbell, M. E., A Sketch Interface for Robust and Natural Robot Control, Proceedings of the IEEE, vol. 100, pp. 604–622, 2012.

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