Publications


Found 249 results
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hybrid estimators
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.
hypothesis testing
B. Jones, Campbell, M. E., and Tong, L., Consensus of stochastic maps, in SPIE Defense, Security, and Sensing, Baltimore, Maryland, 2012, vol. 8389, p. 83890W–83890W–15.
indoor
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.
Information Fusion
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.
integrated microsystem
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.
intelligence
J. P. Veverka and Campbell, M. E., Operator Decision Modeling for Intelligence, Surveillance and Reconnaissance Type Missions, in IEEE International Conference on Systems, Man and Cybernetics, 2005, vol. 1, pp. 754–759.
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.
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.
Kalman filtering
P. G. Otanez and Campbell, M. E., A locally most powerful detector for mode perturbation signatures, in IEEE Conference on Decision and Control, Cancun, Mexico, 2008, pp. 3211–3218.
latent variables
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.
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.
low-cost space mission
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.
machine interfaces
F. Bourgault, Chokshi, A., Wang, J., Shah, D. C., Schoenberg, J. R., Iyer, R., Cedano, F., and Campbell, M. E., Scalable Bayesian human-robot cooperation in mobile sensor networks, in IEEE/RSJ International Conference on Intelligent Robots and Systems, 2008, pp. 2342–2349.
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.
machine learning
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.
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.
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.
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.
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.
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.
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.
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.

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