Publications


Found 39 results
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sensor 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.
N. Ahmed and Campbell, M. E., Variational Bayesian data fusion of multi-class discrete observations with applications to cooperative human-robot estimation, in IEEE International Conference on Robotics and Automation, 2010, pp. 186–191.
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.
N. Ahmed, Schoenberg, J. R., and Campbell, M. E., Fast Weighted Exponential Product Rules for Robust General Multi-Robot Data Fusion, in Robotics: Science and Systems, Sydney, Australia, 2012.
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.
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.
J. R. Schoenberg, Nathan, A., and Campbell, M. E., Segmentation of dense range information in complex urban scenes, in IEEE/RSJ International Conference on Intelligent Robots and Systems, Taipei, Taiwan, 2010, pp. 2033–2038.
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.
K. Wyffels and Campbell, M., Precision tracking via joint detailed shape estimation of arbitrary extended objects, IEEE Transactions on Robotics, vol. 33, no. 2, pp. 1-20, 2016.
K. Wyffels and Campbell, M., Priority-Based Tracking of Extended Objects, Journal of Advances in Information Fusion, vol. 12, no. 1, pp. 1-17, 2017.
Sensor Network
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.
Sensor networks
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.
set-membership estimation
E. Scholte and Campbell, M. E., A nonlinear set-membership filter for on-line applications, International Journal of Robust and Nonlinear Control, vol. 13, pp. 1337–1358, 2003.
set-membership estimation (SMF)
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.
shape estimation
K. Wyffels and Campbell, M., Precision tracking via joint detailed shape estimation of arbitrary extended objects, IEEE Transactions on Robotics, vol. 33, no. 2, pp. 1-20, 2016.
sigma point filtering
M. E. Campbell and Brunke, S., Square root sigma point filtering for real-time, nonlinear estimation, AIAA Journal of Guidance, Control, and Dynamics, vol. 27, pp. 314–317, 2004.
simultaneous localization and mapping (SLAM)
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.
small sketch
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.
software agents
T. Schetter, Campbell, M. E., and Surka, D., Multiple agent-based autonomy for satellite constellations, Artificial Intelligence, vol. 145, pp. 147–180, 2003.
space vehicle control
M. E. Campbell, Collision monitoring within satellite clusters, IEEE Transactions on Control Systems Technology, vol. 13, pp. 42–55, 2005.
spacecraft
M. E. Campbell, Intelligent Autonomy in Robotic Systems, The Bridge, Quarterly of the National Academy of Engineering, vol. Winter, pp. 27–34, 2010.

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