Publications


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A
N. Ahmed, Yang, T. - L., and Campbell, M. E., On Generalized Bayesian Data Fusion with Complex Models in Large Scale Networks, ArXiv e-prints, 2013.
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 and Campbell, M. E., On estimating simple probabilistic discriminative models with subclasses, Expert Systems with Applications, vol. 39, pp. 6659–6664, 2012.
N. Ahmed, Yang, T. - L., and Campbell, M. E., On Generalized Bayesian Data Fusion with Complex Models in Large Scale Networks, ArXiv e-prints, 2013.
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 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., 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, 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.
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.
B
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.
C
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.
M. E. Campbell, Intelligent Autonomy in Robotic Systems, The Bridge, Quarterly of the National Academy of Engineering, vol. Winter, pp. 27–34, 2010.
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.
M. E. Campbell, Collision monitoring within satellite clusters, IEEE Transactions on Control Systems Technology, vol. 13, pp. 42–55, 2005.
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.
J
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.
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.
M
T. H. McLoughlin and Campbell, M. E., Scalable Sensing, Estimation, and Control Architecture for Large Spacecraft Formations, AIAA Journal of Guidance, Control, and Dynamics, vol. 30, pp. 289–300, 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.
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.
S
T. Schetter, Campbell, M. E., and Surka, D., Multiple agent-based autonomy for satellite constellations, Artificial Intelligence, vol. 145, pp. 147–180, 2003.
T. Schetter, Campbell, M. E., and Surka, D., Multiple agent-based autonomy for satellite constellations, Artificial Intelligence, vol. 145, pp. 147–180, 2003.
T. Schetter, Campbell, M. E., and Surka, D., Multiple agent-based autonomy for satellite constellations, Artificial Intelligence, vol. 145, pp. 147–180, 2003.
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.
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.

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