Publications

Feel free to contact me for preprints. Just about everything below can also be found in my thesis.

Book Chapters

D.N. Miller and R.A. de Callafon, “Identification of Linear Discrete-Time Filters via Realization,” Linear Algebra – Theorems and Applications, H. Yasser, Ed. InTech: 2012, doi: 10.5772/3107. (open access)

Journal Papers

D.N. Miller and R.A. de Callafon, “Subspace Identification with Eigenvalue Constraints,” Automatica, 2013, Vol. 49: 2468-2473, doi: 10.1016/j.automatica.2013.04.028.
D.N. Miller, J. Hulett, J. McLaughlin, and R.A. de Callafon, “Thermal Dynamical Identification of Light-Emitting Diodes by Step-Based Realization and Convex Optimization,” in press, IEEE Transactions on Components, Packaging, and Manufacturing Technology, 2013, preliminary doi: 10.1109/TCPMT.2012.2229464. (preprint pdf)
D.N. Miller, M.J. Brenner, and R.A. de Callafon, “A Covariance-Based Realization Algorithm for the Identification of Aeroelastic Dynamics from In-Flight Data,” AIAA Journal of Guidance, Control and Dynamics, 2012, Vol.35: 1169-1177, doi: 10.2514/1.55770. (pdf)

Conference Proceedings

D.N. Miller, M.J. Brenner, and R.A. de Callafon, “Eigenvalue Constraints for Realization-Based Identification,” AIAA Atmospheric Flight Mechanics Conference, Minneapolis, MN: August 2012, doi: 10.2514/6.2012-4951.
D.N. Miller and R.A. de Callafon, “Identification of Linear Time-Invariant Systems Via Constrained Step-Based Realization ,” 16th IFAC Symposium on System Identification, Brussels, Belgium: July 2012, doi: 10.3182/20120711-3-BE-2027.00144. (pdf)
D.N. Miller and R.A. de Callafon, “Efficient Identification of Input Dynamics for Correlation Function-Based Subspace Identification,” Proc. of the 18th World Congress of the International Federation of Automatic Control, Milan, Italy: August 2011, doi: 10.3182/20110828-6-IT-1002.02597. (pdf)
D.N. Miller, R.A. de Callafon, and M.J. Brenner, “A Covariance-Based Realization Algorithm for the Identification of Aeroelastic Dynamics from In-Flight Data,” Proc. of the AIAA Atmospheric Flight Mechanics Conference, Portland, OR: August 2011, doi: 10.2514/6.2011-6207. (pdf)
T.L. Paez, S.L. Lacy, V. Babuska, and D.N. Miller, “Improved Stochastic Process Models for Linear Structure Behavior,” Proc. of the 2011 American Controls Conference, pp. 42-47, San Francisco, CA: June 2011. (pdf)
D.N. Miller and R.A. de Callafon, “Subspace Identification Using Dynamic Invariance in Shifted Time-Domain Data,” Proc. of the 49th IEEE Conference on Decision and Control, Atlanta, GA: December 2010, doi: 10.1109/CDC.2010.5717151. (pdf)
R.A. de Callafon, D.N. Miller, J. Zeng, and M.J. Brenner, “Covariance Function Realization Algorithms for Aeroelastic Dynamic Modeling,” Proc. of the AIAA Atmospheric Flight Mechanics Conference, Toronto, Canada: August 3, 2010, doi: 10.2514/6.2010-7800. (pdf)
R.A. de Callafon, D.N. Miller, J. Zeng, and M.J. Brenner, “Step-Based Experiment Design and System Identification for Aeroelastic Dynamic Modeling,” Proc. of the AIAA Atmospheric Flight Mechanics Conference, Chicago, IL: August 12, 2009 doi: 10.2514/6.2009-5707. (pdf)
D.N. Miller and R.A. de Callafon, “Subspace Identification from Classical Realization Methods,” Proc. of the 15th IFAC Symposium on System Identification, Saint-Malo, France: July 2009, doi: 10.3182/20090706-3-FR-2004.00016. (pdf)
N. Delson, T. Hanak, K. Loewke, and D.N. Miller, “Modeling and implementation of McKibben actuators for a hopping robot,” Proc. of the International Conference on Advanced Robotics, Seattle, WA: July 2005, doi: 10.1109/ICAR.2005.1507504 (Best Paper Finalist). (pdf)