Publications


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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.