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Selected journal papers

  1. Y. Zhang, M. E. Raoufat, K. Tomsovic, and S.M. Djouadi, Set theory-based safety supervisory control for wind turbines to ensure adequate frequency response, IEEE Transactions on Power Systems, IEEE Transactions On Power Systems, Vol. 34, No. 1, January 2019.
  2. O. Bara, M. Fliess, C. Join, J. Day, and S.M. Djouadi, Towards a Model-Free Data-Driven Control of Acute Inflammations: A Mathematical Perspective, Journal of Theoretical Biology, 2018.
  3. Y. Zhang, A. Melin, S.M. Djouadi, and M. Olama, Provision of Guaranteed Inertial Response in Diesel-Wind System using Model Reference Control, IEEE Transactions on Power Systems, Vol. 33, No. 6, pp. 6557-6558 November 2018.
  4. N. D. Bull Ezell, C.L. Britton, M.J. Roberts, S.M. Djouadi, M. N. Ericson, D.E. Holcomb, and R.T. Wood, A Novel Technique Applying Spectral Estimation to Johnson Noise Thermometry, Nuclear Technology, vol. 202, pp. 173–179, May–June 2018.
  5. S.M. Djouadi, Optimal Robust Disturbance Attenuation for Continuous Time-Varying Systems, International Journal of Robust and Non-linear Control, vol.13, no. 13, June 2003, pp.1181-1193.
  6. S.M. Djouadi, Operator Theoretic Approach to the Optimal Two-Disk Problem, IEEE Transactions on Automatic Control, vol. 49, no. 10, pp. 1607-1622, October 2004, pp. 1607-1622.
  7. S.M Djouadi, MIMO Disturbance and Plant Uncertainty Attenuation by Feedback, IEEE Transactions on Automatic Control, vol. 49, no. 12, December 2004, pp. 2099-2112.
  8. C.D. Charalambous, S.M. Djouadi and S.Z. Denic, Stochastic Power Control for Wireless Networks via SDE's: Probabilistic QoS Measures, IEEE Transactions on Information Theory, vol. 51, no. 12, December 2005, pp. 4396-4401.
  9. M.M. Olama, S.M. Djouadi and C.D. Charalambous, Stochastic Power Control for Time-Varying Long- Term Fading Wireless Networks, EURASIP journal on Applied Signal Processing. Volume 2006, Article ID 89864, pp. 1–13.
  10. M. Olama, K.K. Jaladhi, S.M. Djouadi, and C.D. Charalambous, Recursive Estimation and Identification of Time-Varying Long-Term Fading Channels, Research Letters in Signal Processing, vol. 2007, Article ID 17206, 2007, 5 pages.
  11. S.M. Djouadi and Y. Li, On the Computation of the Gap Metric for LTV Systems, Systems and Control Letters, vol. 56, no. 11-12, November-December 2007, pp. 753-758.
  12. S.M. Djouadi and J.D. Birdwell, J.D. Duality Theory of the Optimal Two-Block H-infinity Problem, International Journal of Robust and Non-linear Control. Volume 18, no 12, August 2008, pp. 1302-1316.
  13. M. Olama, S.M. Djouadi, Papageorgiou I. G and C.D. Charalambous, Position and Velocity Tracking in Mobile Networks Using Particle and Kalman Filtering with Comparison, IEEE Transactions on Vehicular Technology, vol. 57, no. 2, March 2008, pp. 1001-1010.
  14. C. D. Charalambous, S.M. Djouadi and C. Kourtellaris, Statistical Analysis of Multipath Fading Channels using Generalizations of Shot-Noise, EURASIP Journal on Wireless Communications and Networking, vol. 2008, Article ID 186020, 9 pages.
  15. S. M. Djouadi, R. C. Camphouse, and J.H. Myatt, Empirical Reduced-Order Modeling for Boundary Feedback Flow Control, Journal of Control Science and Engineering Vol. (December) 2008, Article ID 154956, 11 pages.doi:10.1155/2008/154956.
  16. S.M. Djouadi, M.M. Olama and Y. Li, Optimal Approximation of the Impulse Response of Wireless Channels by Stochastic Differential Equations, IEEE Signal Processing letters, vol. 15, Nov. 2008, pp. 896- 899.
  17. J. Sun and S.M. Djouadi, Robust Stabilization over Communication Channels in the Presence of Unstructured Uncertainty, IEEE Transactions on Automatic Control, Vol. 54, No. 4, April 2009, pp. 830-934.
  18. M. Olama, S.M. Djouadi, C.D. Charalambous, Stochastic Differential Equations for Modeling, Estimation and Identification of Mobile-to-Mobile Communication Channels, IEEE Transactions on Wireless Communications, Vol. 8, No. 4, April 2009, pp. 1754-1763.
  19. Y. Pan, J.D. Birdwell and S.M. Djouadi, Preferential Image Segmentation using Trees of Shapes, IEEE Transactions on Image Processing, Vol. 18, No. 4, April 2009, pp. 854-866.
  20. S.Z. Denic, C.D. Charalambous and S. M. Djouadi, Information Theoretic Bounds for Compound MIMO Gaussian Channels, IEEE Transactions on Information Theory, Vol. 55, No. 4, April 2009, pp. 1603-1617.
  21. S.M. Djouadi and C.D. Charalambous, Time-Varying Optimal Disturbance Minimization in Presence of Plant Uncertainty, SIAM Journal on Optimization and Control, Vol. 48, No. 5, pp. 3354–3367, 2010.
  22. C.A. Phillips, R.G. Roberts and S.M. Djouadi, Obituary Daniel W. Repperger, Jr., IEEE Control System magazine, volume: 30, issue: 3, pp. 107-108, June 2010. (Invited)
  23. M.M. Olama, S.M. Djouadi, C.D. Charalambous, I.G. Papageorgiou, and T. Kuruganti, Position and Velocity Tracking in Cellular Networks Using the Kalman Filter, In V. Moreno and A. Pigazo (Eds.), Kalman Filter: Recent Advances and Applications, pp. 229-250, I-Tech Education and Publishing KG, Vienna, Austria, Apr. 2009. Available from the editor website at http://www.proof.i-techonline.com/kaf/kalman.htm.
  24. M.M. Olama, S.M. Djouadi and C.D. Charalambous, Wireless Fading Channel Models: From Classical to Stochastic Differential Equations, In C. Myers (Editor), Stochastic Control, pp. 299-328, Published by Sciyo, Rijeka, Croatia, 2010.
  25. ] X. Ma, S. M. Djouadi, H. Li, C.D. Charalambous, Optimal Estimation with Bernoulli Packet Drop out, IEEE Signal Processing Letters, vol. 18, no. 6, June 2011, pp 359 - 362.
  26. S.M. Djouadi, Robustness of Feedback Linear Time-Varying Systems: A Commutant Lifting Approach, Book chapter, book title Robust Control, editor A. Bartoszewicz, Intech 2011.
  27. X. Ma, S.M. Djouadi, and H. Li, State Estimation over a Semi-Markov Model based Cognitive Radio System, IEEE Transactions on Wireless Communication, vol. 11, no. 7, pp. 2391-2401, 2012.
  28. M.M. Olama, S.M. Djouadi, Y. Li and A. Fathy, Modeling, Real-Time Estimation, and Identification of UWB Indoor Wireless Channels, International Journal of Antennas and Propagation, Volume 2013 (2013), Article ID 467670, 8 pages.
  29. Z. Jin, X. Ma, F. Li, and S.M. Djouadi, Semi-Definite Programming for Power Output Control in Wind Energy Conversion System, IEEE Transactions on Sustainable Energy, Vol. 5, No. 2, April 2014, pp. 466-475.
  30. X. Ma, J. Liao, S.M. Djouadi, and Q. Cao, LIPS: Link Prediction as a Service for Data Aggregation Applications, Ad Hoc Networks, vol. 19, 2014, pp. 43–58.
  31. J. Dong, X. Ma, S.M. Djouadi, H. Li, and Y. Liu, Frequency Prediction of Power Systems in FNET based on State Space Approach and Uncertain Basis Functions, IEEE Transactions on Power Systems, vol. 29, no. 6, pp. 2602-2612, 2014.
  32. M.M. Olama, S.M. Djouadi, and C.D. Charalambous, Stochastic Modeling and Power Control of Time- Varying Wireless Communication Networks, Communications and Network, August 2014, 6, 155-164.
  33. X. Shi, C.A. Briere, S.M. Djouadi, Y. Wang, and Y. Feng, Power aware Performance Management of Virtualized Enterprise Servers via Robust Adaptive Control, Cluster Computing, Springer-Verlag, March 2015, vol. 18, no. 1, pp. 419-433.
  34. G. Zitelli, S.M. Djouadi, and J. Day, Combining Robust State Estimation with Nonlinear Model Predictive Control to Regulate the Acute Inflammatory Response to Pathogen, Mathematical Biosciences and Engineering, vol. 12, no. 5, October 2015 pp. 1127-1139.
  35. W. Cho, S. Sahyoun, S.M. Djouadi, A. Koschan, and M.A. Abidi , Reduced-Order Spectral Data Modeling Based on Local Proper Orthogonal Decomposition, Journal of the Optical Society of America A, vol. 32, no. 5, May 2015, pp. 733-740.
  36. M.M. Olama, X. Ma, S.M. Killough, T. Kuruganti, S.F. Smith, and S.M. Djouadi, Analysis, Optimization, and Implementation of a Hybrid DS/FFH Spread-Spectrum Technique for Smart Grid Communications, EURASIP Journal on Advances in Signal Processing, vol. 2015, no. 25, pp. 1-18, March 2015.
  37. X. Shi, Jin Dong, S.M. Djouadi, Y. Feng, Y. Wang, and X. Ma, PAPMSC: Power-Aware Performance Management Approach For Virtualized Web Servers via Stochastic Control, Journal of Grid Computing, Springer-Verlag, July 2015, pp.1-21.
  38. S.M. Djouadi, On Robustness in the Gap Metric and Coprime Factor Uncertainty for LTV Systems, Systems and Control Letters, vol. 20, June 2015, Pages 16–22.
  39. S.M. Djouadi, Optimal Disturbance Rejection and Robustness for LTV Systems, arXiv:1207.3120v1. http://arxiv.org/abs/1207.3120. Submitted to the IEEE Transactions on Automatic Control.
  40. M.E. Raoufat, K. Tomsovic, and S.M. Djouadi, Virtual Actuators for Wide-Area Damping Control of Power Systems, IEEE Transactions on Power Systems, VOl. 31, No. 6, November 2016, pp. 4703—4711.
  41. S.M. Djouadi, V. Maroulas, X. Pan, and J. Xiong, Consistency and Asymptotics of Least-Squares Estimator for Partially Observed Jump-Diffusion Processes, in Statistics and Probability Letters, Volume 123, April 2017, Pages 8–16.
  42. M. Allouche, H. Ait Abderrahmane, S.M. Djouadi, and K. Mansouri, The Influence of the Curvature on Tear Film Dynamics, European Journal of Mechanics / B Fluids, no. 66, pp. 81–91, 2017.
  43. M. Raoufat, K. Tomsovic, and S.M. Djouadi, Dynamic Control Allocation for Damping of Inter-area Oscillations, IEEE Transactions on Power Systems, Vol. pp, No. 99, pp. 1-10, March 2017.
  44. Y. Zhang, K. Tomsovic, S.M. Djouadi, and H. Pulgar-Painemal, Hybrid Controller for Wind Turbine Generators to Ensure Adequate Frequency Response in Power Networks, IEEE Journal On Emerging and Selected Topics In Circuits And Systems, Vol. 7, No. 3, pp. 359-369, September 2017.
  45. O. Bara, S.M. Djouadi, J. Day, and S. Lenhart, Immune Therapeutic Strategies Using Optimal Controls with L1 and L2 Type Objectives, Mathematical Biosciences, Vol. 290, pp. 9-21, August 2017.

Selected conference papers

  1. S.M. Djouadi, B. Telsang, F. Taousser, and M. Olama, Optimal Distributed Control of Spatially Invariant Time Varying Linear Systems, Accepted for Publication in the 57th IEEE Conference on Decision and Control (CDC’18), December 2018. (Invited)
  2. J. Dong, T. Kuruganti, S. Djouadi, M. Olama, and Y. Xue, Privacy-Preserving Aggregation of Controllable Loads to Compensate Fluctuations in Solar Power, Accepted for Publication in the IEEE Workshop on the Electronic Grid (eGrid 2018), Nov. 2018.
  3. F.Z. Taousser, M. Defoort, S.M. Djouadi, K. Tomsovic, Stability of switched systems on non-uniform time domain with non commuting matrices, pp. 37-42, 6th IFAC Conference on Analysis and Design of Hybrid Systems ADHS 2018, Oxford, United Kingdom, pp. 27-42, July 2018.
  4. M. E. Raoufat and S. M. Djouadi, Optimal H2 decentralized control of spatially invariant systems, Proceedings of the American Control Conference (ACC), Milwaukee, WI, pp. 961-966, June 2018. (Invited)
  5. Y. Zhang, M. Olama, A. Melin, Y. Xue, S. Djouadi, and K. Tomsovic, Synthesizing Distributed Energy Resources in Microgrids with Temporal Logic Specifications, Proceedings of the 9th International Conference on Power Electronics for Distributed Generation Systems (PEDG2018), Charlotte, NC, June 2018.
  6. B. Telsang, M. Olama, S. Djouadi, T. Kuruganti, J. Dong, and Y. Xue, Model-free Temperature Control for Building Air-conditioning Systems to Accommodate Solar Photovoltaic Energy, in Proceedings of the 9th International Conference on Power Electronics for Distributed Generation Systems (PEDG2018), Charlotte, NC, June 2018.
  7. Y. Zhang, A. Melin, M. Olama, S. Djouadi, J. Dong, and K. Tomsovic, Battery Energy Storage Scheduling for Optimal Load Variance Minimization,” in Proceedings of the IEEE Conference on Innovative Smart Grid Technology (ISGT), Feb. 2018.
  8. S.Z. Denic and C.D. Charalambous and S.M. Djouadi, Information Capacity of Gaussian Channels with Noise Uncertainty, Canadian Conference on Electrical and Computer Engineering, May 2004, Niagara Falls, Canada, pp. 421-424.
  9. C. D. Charalambous, S.Z. Denic; S. M. Djouadi, Robust Capacity of White Gaussian Noise Channels with Uncertainty, Proc. of the IEEE 43th Conference on Decision and Control, December 2004, Paradise Island, Bahamas, pp. 4880-4884.
  10. S.M. Djouadi and C.D. Charalambous, On Optimal Performance for Linear-Time Varying Systems, Proc. of the 43rd IEEE Conference on Decision and Control, December 2004, Paradise Island, Bahamas, pp. 875-880.
  11. Y. Pan, J.D. Birdwell, and S.M. Djouadi, A New Gradient and Region Based Geometric Snake, Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, vol. 2, March 2005, Philadelphia, Pennsylvania, pp. 745-748.
  12. C. D. Charalambous, S.Z. Denic, and S. M. Djouadi, Robust Capacity of a Gaussian Noise Channel with Channel and Noise Uncertainty, Proceedings of the American Control Conference, June 2005, Portland, Oregon, pp. 1829-1834.
  13. S.M. Djouadi and J.D. Birdwell, On the Optimal Two-Block H-infinity Problem, Proceedings of the American Control Conference, June 2005, Portland, Oregon, pp. 4289-4294.
  14. M. M. Olama, S. M. Shajaat, S. M. Djouadi; C. D. Charalambous, Stochastic power Control for Time-Varying Lognormal Fading Wireless Channels, Proceedings of the American Control Conference, June 2005, Portland, Oregon, pp. 1817 - 1822.
  15. M. M. Olama, S.M. Djouadi, C.D. Charalambous, Stochastic Power Control for Time-Varying Wireless Fading Communication Networks, Proceedings of the Joint 13th IEEE Mediterranean Conference on Control and Automation (MED'05) and the 20th IEEE International Symposium on Intelligent Control (ISIC'05), June 2005, Limassol, Cyprus, pp. 713-718.
  16. M. M. Olama, S. M. Shajaat, S. M. Djouadi, and C. D. Charalambous, Stochastic Power Control for Time-Varying Short Term Flat Fading Wireless Channels, Proceedings of the 16th IFAC World Congress, July 2005, Prague, Czech Republic, pp. 1234-1238.
  17. C. D. Charalambous, S.Z. Denic, and S. M. Djouadi, Robust Capacity for Additive Colored Gaussian Uncertain Channels, Proceedings of the 16th IFAC World Congress, July 2005, Prague, Czech Republic, pp. 1167-1171.
  18. Y. Pan, J.D. Birdwell, and S.M. Djouadi, Image Segmentation Using Curve Evolution and Anisotropic Diffusion, IEEE International Symposium of Multimedia (ISM2005), December 2005, Irvine, California, pp. 387 – 394.
  19. Y. Pan, J.D. Birdwell, and S.M. Djouadi, Probabilistic Curve Evolution using Particle Filters, Proceedings of the 44th IEEE Conference on Decision and Control and the European Control Conference, December 2005, Sevilla, Spain, pp. 6335 – 6340.
  20. M.M. Olama, S.M. Djouadi, and C.D. Charalambous, Time Varying Channel Modeling for Ad-hoc Mobile Wireless Networks, Proceedings of the IEEE Wireless Communications and Networking Conference, vol. 3, April 2006, Las Vegas, Nevada, pp. 1277 – 1282.
  21. M.M. Olama, S.M. Djouadi, and C. Pendley, Position and Velocity Tracking in Mobile Cellular Networks Using the Particle Filter, Proceedings of the IEEE Wireless Communications and Networking Conference, vol. 1, April 2006, Las Vegas, Nevada, pp.165 - 170.
  22. J. Sun and S.M. Djouadi, On Robust Stabilization over Communication Channels in the Presence of Unstructured uncertainty, Proceedings of the American Control Conference, June 2006, Minneapolis, Minnesota, pp. 3488-3493.
  23. S.M. Djouadi, Disturbance rejection and robustness for LTV Systems, Proceedings of the American Control Conference, June 2006, Minneapolis, Minnesota, pp. 3648-3653.
  24. M.M. Olama, S.M. Djouadi, and C.D. Charalambous, Stochastic channel modeling for ad-hoc wireless networks, Proceedings of the American Control Conference, June 2006, Minneapolis, Minnesota, pp. 6075-6080.
  25. S. Denic, C.D. Charalambous and S.M. Djouadi, Channel Capacity Subject to Frequency Domain Normed Uncertainties - SISO and MIMO Cases, 17th International Symposium on Mathematical Theory of Networks and Systems, July 2006, Kyoto, Japan, pp. 125-129.
  26. Y. Pan, Douglas J.D. Birdwell, S.M. Djouadi, Bottom-up Hierarchical Image Segmentation Using Region Competition and the Mumford-Shah Functional, Proceedings of the International Conference on Pattern Recognition, August 2006, Hong Kong, China, pp. 117-121.
  27. Y. Pan, Douglas J.D. Birdwell, S.M. Djouadi, Efficient Implementation of the Chan-Vese Models without Solving PDEs, Proceedings of International Workshop On Multimedia Signal Processing, October 2006, Victoria, BC, Canada, pp. 350-353.
  28. Y. Pan, Douglas J.D. Birdwell, S.M. Djouadi, An Efficient Bottom-up Image Segmentation Method Based on Region Growing, Region Competition and the Mumford Shah Functional, Proceedings of International Workshop On Multimedia Signal Processing, October 2006, Victoria, BC, Canada, pp. 344-348.
  29. T. Kuruganti, M. Shankar, G. Allgood, S.M. Djouadi, On Analysis of Control-Communication Integration in Distributed Power Grid’s Electric, Information and Physical Domains, 16th Annual Joint ISA POWID/EPRI Controls and Instrumentation Conference 49th Annual POWID Symposium, October 2006, San Jose, CA, pp. 134-138.
  30. S.M. Djouadi and Y. Li, On Robust Stabilization in the Gap Metric for LTV Systems, Proceedings of the IEEE Conference on Decision and Control, December 2006, San-Diego, California, pp. 578-583.
  31. M.M. Olama, S.M. Djouadi, and C.D. Charalambous, Position and Velocity Tracking in Cellular Networks Using Particle and Kalman Filtering with Comparison, Proceedings of the IEEE Conference on Decision and Control, December 2006, San-Diego, California, pp.1315-1320.
  32. R.C. Camphouse, S.M. Djouadi and J.H. Myatt, Feedback Control for Aerodynamics, Proceedings of the IEEE Conference on Decision and Control, December 2006, San-Diego, California, pp. 2644-2655. (Invited)
  33. Y. Pan, Douglas J.D. Birdwell, S.M. Djouadi, Efficient Bottom-up Image Segmentation Using Region Competition and the Mumford-Shah Model for Color and Textured Images, Proceedings of International Symposium on Multimedia, December 2006, San Diego, California, pp. 379-390.
  34. M. Olama, S.M. Djouadi and C.D. Charalambous, A General Framework for Continuous Time Power Control in Time Varying Long term Fading Wireless Networks, Proceedings of the 9th IASTED International Conference on Control and Applications, May-June 2007, Montreal, Quebec, Canada, pp. 69-74.
  35. M. Olama, S.M. Djouadi and C.D. Charalambous, S.S. Sahyoun, Distributed Stochastic Power Control for Time-Varying Long-Term and Short-Term Fading Wireless Networks, Proceedings of the American Control Conference, July 2007, New York, New York, pp. 3100-3105.
  36. M. Olama, Y. Li, S.M. Djouadi and C.D. Charalambous, Time Varying Wireless Channel Modeling, Estimation, Identification, and Power Control from Measurements, Proceedings of the American Control Conference, July 2007, New York, New York, pp. 3100-3105.
  37. S.M. Djouadi and C.D. Charalambous, Time-Varying Optimal Disturbance Rejection in Presence of Plant Uncertainty, Proceedings of the European Control Conference, July 2007 Kos, Greece, pp. 2395-2401.
  38. M. Olama, K. Jaladhi, S.M. Djouadi, C.D. Charalambous, Estimation and Identification of Time-Varying Long-Term Fading Wireless Channels with Application to Power Control, Proceedings of the European Control Conference, July 2007, Kos, Greece, pp. 1886-1893.
  39. M. Olama, Y. Li, S.M. Djouadi, T. Goodspeed and T. Kuruganti, Recursive Estimation and Identification of Wireless Ad Hoc Channels from Measurements, Proceedings of the 2nd International Workshop on Performance Control in Wireless Sensor Networks, October 2007, pp. 424-430.
  40. S.M. Djouadi, R.C. Camphouse and J. H. Myatt, Optimal Order Reduction for the Two-Dimensional Burgers’ Equation, IEEE Control and Decision Conference, December 2007, New Orleans, Louisiana, pp. 3507 - 3512.
  41. S.M. Djouadi, Robustness in the Gap Metric and Coprime Factor Perturbations for LTV Systems, IEEE Control and Decision Conference, December 2007, New Orleans, Louisiana pp. 6400 - 6405.
  42. M. Olama, S.M. Djouadi and C.D. Charalambous, I.G. Papageorgiou, Estimation of Position and Velocity in Multipath Wireless Networks from Received Signal Measurements, IEEE Control and Decision Conference, December 2007, New Orleans, Louisiana pp. 4590-4595.
  43. S.M. Djouadi, R.C. Camphouse and J.H. Myatt, Reduced Order Models for Boundary Feedback Flow Control, Proceedings of the 2008 American Control Conference, Seattle, June 2008, Seattle, Washington, pp. 4005-4010.
  44. M. Olama, Y. Li, S.M. Djouadi and C.D. Charalambous, Stochastic Wireless Channel Modeling, Estimation and Identification from Measurements, American Institute of Physics Proceedings of 1st Mediterranean Conference on Intelligent Systems and Automation, June-July 2, 2008, Annaba, Algeria, pp. 433-438. (Best paper award)
  45. S.M. Djouadi, On the Optimality of the Proper Orthogonal Decomposition and Balanced Truncation, Proceedings of the 47th IEEE Conference on Decision and Control, Cancun, Mexico, December 2008, pp. 4221- 4226.
  46. Y. Li, M.M. Olama, S.M. Djouadi, A. Fathy, and T. Kuruganti, Stochastic UWB Wireless Channel Modeling and Estimation from Received Signal Measurements, Proceedings of the IEEE Radio and Wireless Symposium, pp. 195-198, 2009.
  47. X. Ma, S.M. Djouadi, T. Kuruganti, J. Nutaro, A. Drira, Estimation over Unreliable Communication Links without Arrival Information of Packet Losses, AIP Conf. Proc. -March 5, 2009 -- Volume 1107, pp. [65] 243-248. Intelligent Systems and Automation: 2nd Mediterranean Conference on Intelligent Systems and Automation (CISA'09); doi:10.1063/1.3106480
  48. S. Sahyoun, S.M. Djouadi, H. Qi, and A. Drira, Source Localization using Stochastic Approximation and Least Squares Methods, AIP Conf. Proc. - March 5, 2009 - Volume 1107, pp. 59-64, Intelligent Systems and Automation: 2nd Mediterranean Conference on Intelligent Systems and Automation (CISA'09); doi:10.1063/1.3106513.
  49. S. M. Djouadi, Commutant Lifting for Linear Time-Varying Systems, American Control Conference Proceedings, St. Louis, MO, June 10-12, 2009, pp. 4067-4072.
  50. X. Ma, S. M. Djouadi, T.P. Kuruganti, J.J. Nutaro, and H. Li, Optimal Estimation over Unreliable Communication Links with Application to Cognitive Radio, Proceedings of the IEEE Conference on Decision and Control, December 2009, pp. 4062-4067
  51. S.S. Sahyoun, S.M. Djouadi and H. Qi, Dynamic Plume Tracking using Mobile Sensors, Proceedings of the Conference of the American Control Conference (ACC), pp. 2915 – 2920, June 2010.
  52. X. Ma, S.M. Djouadi, T.P. Kuruganti, J.J. Nutaro and H. Li, Control and Estimation through Cognitive Radio with Distributed and Dynamic Spectral Activity, Proceedings of the Conference of the American Control Conference (ACC), pp. 289 - 294, June 2010.
  53. S.M. Djouadi, On the Connection Between Balanced Proper Orthogonal Decomposition, Balanced Truncation, and Metric Complexity Theory for Infinite Dimensional Systems, Proceedings of the Conference of the American Control Conference (ACC), pp. 4911 - 4916, June 2010. (Invited)
  54. T. Fernandez, S.M. Djouadi and J. Foster, Empirical Hankel Norm Model Reduction with Application to a Prototype Nonlinear Convective Flow, Proceedings of the Conference of the American Control Conference (ACC), pp. 3771 - 3776, June 2010.
  55. K. Zheng; H. Li, S.M. Djouadi and J. Wang, Spectrum Sensing in Low SNR Regime via Stochastic Resonance, Proceedings of the 44th Conference on Information Sciences and Systems (CISS), pp. 1-5, March 2010.
  56. X. Ma, P. Crilly, S.M. Djouadi and S. Smith, Accurate and High-Resolution Location Estimation in GPS Denied Environments, Autonomous Weapons Summit Conference, October 25-27, 2010.
  57. T. Fernandez, S.M. Djouadi, R.C. Camphouse, Analytical Computation of POD Modes and n-Width Approximations for the Heat Equation with Boundary Control, IEEE Conference on Decision and Control,pp. 870-875. December 15-17, 2010. (Invited)
  58. X. Ma, M.M. Olama and S.M. Djouadi, Estimation and Identification of Time-Varying Long-Term Fading Channels via the Particle Filter and the EM Algorithm, IEEE Radio Wireless Symposium (RWS), Phoenix, AZ, January 16-19, 2011, pp. 13 - 16.
  59. X. Ma, S.M. Djouadi, S. Sahyoun, P. Crilly, and S.F. Smith, Navigation in GPS-denied environments, Proceedings of the 14th International Conference on Information Fusion (FUSION), Chicago, IL, July 5-8, 2011, pp. 1-7.
  60. H. Li, L. Lai, and S.M. Djouadi, Combating False Reports for Secure Networked Control in Smart Grid via Trustiness Evaluation, Proc. of the IEEE International Conference in Communications (ICC), Kyoto, Japan, June 5-9, 2011, pp. 1-5.
  61. H. Li, L. Lai, S.M. Djouadi, and X. Ma, Key Establishment via Common State Information in Networked Control Systems, Proceedings of the American Control Conference, San Francisco, CA, June 29 2011-July 1 2011, pp. 2234 – 2239.
  62. X. Ma, S.M. Djouadi, and Q. Qing, LIPS: Link Prediction as a Service for Adaptive Data Aggregation in Wireless Sensor Networks, Proceedings of the International Conference on Distributed Computing in Sensor Systems and Workshops (DCOSS), Barcelona, Spain, 27-29 June 2011, pp. 1-8.
  63. S. Sahyoun and S.M. Djouadi, Nonlinear Model Reduction for Fluid Flows, Proceedings of the American Control Conference, San Francisco, CA, June 29 2011-July 1 2011, pp. 1765 - 1769. (Invited)
  64. X. Ma, H. Li, S.M. Djouadi, Networked System State Estimation in Smart Grid over Cognitive Radio Infrastructures, Proceedings of the 45th Annual Conference on Information Sciences and Systems (CISS), 23-25 March, 2011, pp. 1-5.
  65. X. Ma, H. Li, S.M. Djouadi, Stochastic Modeling of Short-Term Power Consumption for Smart Grid: A State Space Approach and Real Measurement Demonstration, Proceedings of the 45th Annual Conference on Information Sciences and Systems (CISS), 23-25 March, 2011, pp. 1-5.
  66. M.M. Olama, G.O. Allgood,T.P. Kuruganti, S.R. Sukumar, S.M. Djouadi, J.E. Lake, Steam Distribution and Energy Delivery Optimization Using Wireless Sensors Advanced Environmental, Chemical, and Biological Sensing Technologies VIII, edited by Tuan Vo-Dinh, Robert A. Lieberman, Günter Gauglitz, Proceedings of the SPIE 8024, 802408 (2011); doi:10.1117/12.884148, Orlando, Fl., April 2011.
  67. X. Ma, S.M. Djouadi, P. Crilly, S. Sahyoun, and S. Smith, Localization in GPS-Denied Environments: an Autoregressive Model Based Approach, Proceedings of the IEEE Military Communications Conference, MILCOM, Baltimore, MD, November 7-10, 2011, pp. 760 - 765.
  68. X. Ma, M. Olama, T. Kurugunti, S. Smith, and S.M. Djouadi, Hybrid DS/FFH Spread-Spectrum: a Robust, Secure Transmission Technique for Communication in Harsh Environments, Proceedings of the IEEE Military Communications Conference, MILCOM, Baltimore, MD, November 7-10, 2011, pp. 2136 - 2141
  69. S.M. Djouadi and S. Sahyoun, On a Generalization of the Proper Orthogonal Decomposition and Optimal Construction of Reduced Order Models, Proc. of the American Control Conference, Montreal, Quebec, June 2012, pp. 1436-1441. (Invited)
  70. S. Sahyoun, J. Dong, and S.M. Djouadi, Reduced Order Modeling for Fluid Flows Subject to Quadratic Type Nonlinearities, Proceedings of the 51nd IEEE conference on Decision and Conference, Maui, Hawaii, on December 10-13, 2012, pp. 961-966. (Invited)
  71. T. Kuruganti, X. Ma, S.M. Djouadi, Experimental Validation of Stochastic Wireless Urban Channel Model: Estimation and Prediction, Proceedings of the IEEE Military Communications Conference, MILCOM, Diego, CA, October 29 - November 1, 2012, pp. 1-5.
  72. T. Kuruganti, J. Nutaro, S.M. Djouadi, Event-based Transmission Line Matrix Method for Simulating Site-Specific Multipath Propagation Characteristics, Proceedings of the IEEE Military Communications Conference, MILCOM, San Diego, CA, October 29 - November 1, 2012, pp. 1-6.
  73. H. Li, S.M. Djouadi and K. Tomsovic, Flocking generators: A PdE Framework for Stability of Smart Grids with Communications,” Proceedings of the IEEE International Conference on Smart Grid Communications, November 5-8, 2012, Tainan City, Taiwan, pp. 540-545.
  74. S. Sahyoun, C.D. Nelson, S.M. Djouadi, and T. Kuruganti, Control and Room Temperature Optimization of Energy Efficient Buildings, Proceedings of the IEEE Multi-Conference on Systems and Control, Dubrovnik, Croatia, October 3-5, 2012, pp. 962 - 967.
  75. T. Kuruganti, James Nutaro, and S.M. Djouadi, End-to-End Network Simulation Using a Site-Specific Radio Wave Propagation Model, Proceedings of the IEEE Radio and Wireless Symposium (RWS), Austin, TX, January 20-23, 2013, 5 pages.
  76. X. Ma, M.M. Olama, T.P. Kuruganti, S.F. Smith, and S.M. Djouadi, Determining System Parameters for Optimal Performance of Hybrid DS/FFH Spread-Spectrum, Proceedings of the IEEE Military Communication Conference (MILCOM’2012), San-Diego, CA, Oct. 29-Nov. 1, 2012, pp. 2136 – 2141.
  77. Y. Li, S.M. Djouadi, and M.M. Olama, On Optimal Input Design and Model Selection for Communication Channels, Proceedings of the IEEE International Conference on Computing, Networking and Communications (ICNC’2013), Jan. 28-31, 2013, pp. 1085 – 1089.
  78. X. Ma, C.D. Charalambous, S.M. Djouadi, and S. Denic, Encoder, Controller and Decoder Design of Jump Linear Systems over Jump Communication Channel, Proceedings of the American Control Conference, Washington, DC, June 2013, pp. 4239- 4244.
  79. S. Sahyoun, J. Dong, and S.M. Djouadi, Reducing Order Modeling for Fluid Flows Based on Nonlinear Balanced Truncation, Proc. of the American Control Conference, Washington, DC, June 2013, pp. 1284-1289. (Invited)
  80. S.M. Djouadi, S. Sahyoun, and J. Dong, Model Reduction for Fluid Flows Based on Nonlinear Balanced Truncation, in SIAM Conference on Computational Science and Engineering (CSE13), February 25-March 1, 2013 at the Westin Boston Waterfront, Boston, Massachusetts. (Invited)
  81. X. Ma, M.M. Olama, T.P. Kuruganti, S.F. Smith, and S.M. Djouadi, Security of Classic PN-Spreading Codes for Hybrid DS/FH Spread-Spectrum Systems, Proceedings of the Proceedings of the IEEE Military Communication Conference (MILCOM’2013), San-Diego, CA, 18-20 Nov. 2013, pp. 957 – 962.
  82. O. Bara, J. Day, and S.M. Djouadi, Nonlinear State Estimation for Complex Immune Responses, Proceedings of the IEEE Conference on Decision and Control Conference, Florence, It., December 2013, pp. 3373 – 3378.
  83. ] J. Dong, X. Ma, S. M. Djouadi and H. Li, Real-Time Prediction of Power System Frequency in FNET: A State Space Approach. Proceedings of the IEEE International Conference on Smart Grid Communications, Vancouver, Canada, October 2013, pp. 109 – 114.
  84. E. M. Ferragut, J. Laska, S.M. Djouadi, and Alex Melin, Graph-Based Analysis of Cyber-Physical System Resiliency, to be presented in the American mathematical Society Fall Southeastern Sectional Meeting University of Louisville, Louisville, KY, October 5-6, 2013.
  85. S. Sahyoun and S.M. Djouadi, Local Proper Orthogonal Decomposition Based on Space Vectors Clustering, International Conference on Systems and Control, Algiers, Algeria, September 2013, pp. 665 – 670. (Invited)
  86. S.M. Djouadi and J. Dong, Duality of Optimal Distributed Control of Spatially Invariant Systems, Proceedings of the American and Control Conference, Portland, OR., June 2014, pp. 2214-2219. (Invited)
  87. S. Sahyoun and S.M. Djouadi, Nonlinear Model Reduction Using Space Vectors Clustering POD with Application to the Burgers’ Equation, Proceedings of the American Control Conference, Portland, OR., June 2014, pp. 1661-1666. (Invited)
  88. S.M. Djouadi, A.M. Melin, E.M. Ferragut, J.A. Laska,, and J. Dong, Finite Energy and Bounded Attacks on Control System Sensor Signals, Proceedings of the American and Control Conference, Portland, OR., June 2014, pp. 1716-1722.
  89. J. Dong, S.M. Djouadi, J. Nutaro and P. T. Kuruganti, Secure Control Systems with Application to Cyber-Physical Systems, Proceedings of the 9th Annual Cyber and Information Security Research Conference, pp. 9-12, April 2014.
  90. S.M. Djouadi and J. Dong, Duality of Optimal Distributed Control of Spatially Invariant Systems, Proceedings of the American and Control Conference, Portland, OR., June 2014, pp. 2214-2219. (Invited)
  91. S. Sahyoun and S.M. Djouadi, Nonlinear Model Reduction Using Space Vectors Clustering POD with Application to the Burgers’ Equation, Proceedings of the American Control Conference, Portland, OR., June 2014, pp. 1661-1666. (Invited)
  92. S. Sahyoun and S.M. Djouadi, Time, Space, and Space-Time Hybrid Clustering POD with Application to the Burgers' Equation, Proceedings of the IEEE Conference on Decision and Control, Los Angeles, CA, December 2014,pp. 2088-2093. (Invited)
  93. S. Sahyoun and S.M. Djouadi, Control of Nonlinear PDEs Based on Space Vectors Clustering Reduced Order Systems, Proceedings of the 19th IFAC World Congress, Cape Town, South Africa, August 2014, vol. 19, pp. 5181-5186. (Invited)
  94. S. Sahyoun, S.M. Djouadi, K. Tomsovic, and S. Lenhart, Optimal Distributed Control for Continuum Power Systems, Proceedings of the SIAM Conference on Control and its Applications, Paris, France, July 2015, pp. 416-422. (Invited)
  95. O. Bara, S. M. Djouadi, and J. Day, Parameter Estimation for Nonlinear Immune Response Model using EM, Proceedings of the SIAM Conference on Control and its Applications, Paris, France, July 2015, pp. 54–59.
  96. S.M. Djouadi, A. Melin, E. Ferragut, J. Laska, J. Dong, and A. Drira, Finite Energy and Bounded Actuator Attacks on Cyber-Physical Systems, Proceedings of the European Control Conference, July 2015, pp. 3664-3669.
  97. S.M. Djouadi, A. Melin, E. Ferragut, J. Laska, and J. Dong, Finite Energy and Bounded Attacks on Control System Sensor Signals, Proceedings of the American Control Conference, July 2015, Chicago, IL, USA, pp. 1716-1722.
  98. S.M. Djouadi and J. Dong, Operator Theoretic Approach to the Optimal Distributed Control Problem for Spatially Invariant Systems, Proceedings of the American Control Conference, July 2015, Chicago, IL, USA, pp. 2613-2618.
  99. X. Shi, J. Dong, S.M. Djouadi, Y. Wang, X. Ma, and Y. Feng, Power-Efficient Resource Management for Co-Located Virtualized Web Servers: A Stochastic Control Approach, Proceedings of the IEEE Int'l Green Computing Conference (IGCC'14), Dallas, Texas, USA, November 2014, pp. 1-9.
  100. S.M. Djouadi and J. Dong, On the Distributed Control of Spatially Invariant Systems, Proceedings of the 52nd IEEE Conference on Decision and Control, Osaka, Japan, pp. 549-554, December 2015. (Invited)
  101. O. Bara, J. Day, and S.M. Djouadi, Optimal Control of an Inflammatory Immune Response Model, Proceedings of the 52nd IEEE Conference on Decision and Control, Osaka, Japan, pp. 1283-1288, December 2015.
  102. M. Mahmoudi, J. Dong, K. Tomsovic and S.M. Djouadi, Application of Distributed Control to Mitigate Disturbance Propagations in Large Power Networks, Proceedings of the 47th North American Power Symposium, Charlotte, NC, pp. 1-6, October 2015.
  103. X. Ma, J. Dong, S.M. Djouadi, J. Nutaro and P. T. Kuruganti, Stochastic Control of Energy Efficient Buildings: A Semidefinite Programming Approach, Proceedings of the 6th IEEE International Conference on Smart Grid Communications (SmartGridComm 2015), Miami, Florida, USA, November 2015.
  104. S. Sahyoun, S.M. Djouadi, and M. Shankar, Optimal Control of Droop Controlled Inverters in Islanded Microgrids, Proceedings of the 9th IFAC symposium on Control of Power and Energy Systems (CPES 15), Volume 48, Issue 30, pp. 363-368, New Delhi, December 2015.
  105. S. Sahyoun, S. M. Djouadi, K. Tomsovic, and S. Lenhart, Optimal Distributed Control for Continuum Power Systems, Proceedings of the SIAM Conference on Control and its Applications, Paris, France, pp. 416-422, July 2015. (Invited)
  106. O. Bara, S.M. Djouadi, and J. Day, Parameter Estimation for Nonlinear Immune Response Model using EM, Proceedings of the SIAM Conference on Control and its Applications, Paris, France, July 2015, pp. 54–59.
  107. S. Sahyoun, S.M. Djouadi, T. Lancewicki, Nonlinear Optimal Control of Fluid Flows Governed by the Burgers' Equation Reduced Order Model, 22nd International Symposium on Mathematical Theory of Networks and Systems, Minnesota, Minneapolis, MN, July 2016. (Invited)
  108. J. Dong, S.M. Djouadi and T. Kuruganti, Application of Optimal Production Control theory for Home Energy Management in a Micro Grid, Proceedings of the IEEE American Control Conference (ACC), Boston, MA, pp. 5014-5019, July 2016.
  109. J. Dong, C. Winstead, S.M. Djouadi, J. Nutaro and T. Kuruganti, Occupancy-based Optimal Stochastic Control for HVAC Systems in Energy Efficient Buildings, Proceedings of the 4th International High Performance Buildings Conference, Purdue, Indiana, pp. 3542-3542, July 2016.
  110. S.M. Djouadi, V. Maroulas, X. Pan, and J. Xiong, On Least-Squares Estimation for Partially Observed Jump-Diffusion Processes, Proceedings of the IEEE American Control Conference (ACC), Boston, MA, pp. 2717-2722, July 2016.
  111. O. Bara, M. Fliess, C. Join, J. Day, and S.M. Djouadi, Model Free Immune Therapy: A control approach to acute inflammation, European Control Conference, Aalborg, DK, 6 pages, June 29-July 1, 2016.
  112. O. Bara, S.M. Djouadi, and J. Day, Immune Therapy using Optimal Control with L1 Type Objective, the IEEE American Control Conference, Boston, MA, pp. 4895 - 4900, July 2016.
  113. M. Ayas and S.M. Djouadi, Undetectable Sensor and Actuator Attacks for Observer Based Controlled Cyber-Physical Systems, Proc. of the IEEE Symposium Series on Computational Intelligence (SSCI), pp. 1-7, 2016.
  114. Y. Zhang, A. Melin, S.M. Djouadi, and M. Olama, Performance Guaranteed Inertia Emulation for Diesel-Wind System Feed Microgrid via Model Reference Control, in Proc. of the IEEE Conference on Innovative Smart Grid Technologies (ISGT), Apr. 2017.
  115. J. Dong, M. Olama, T. Kuruganti, J. Nutaro, Y. Xue, I. Sharma and S. M. Djouadi, Adaptive Building Load Control to Enable High Penetration of PV Generation,” in Proc. of the IEEE Power and Energy Society General Meeting, Jul. 2017.
  116. J. Dong, S.M. Djouadi, T. Kuruganti, and M. Olama, Augmented Optimal Control for Buildings under High Penetration of Solar Photovoltaic Generation,” in Proc. of the IEEE Conference on Control Technology and Applications (CCTA), Aug. 2017.
  117. M. Olama, A. Melin, J. Dong, S.M. Djouadi, and Y. Zhang, Stochastic Short-term High-resolution Prediction of Solar Irradiance and Photovoltaic Power Output, in Proc. of the IEEE North American Power Symposium (NAPS), Sep. 2017.
  118. O. Bara, M. Olama, S.M. Djouadi, T. Kuruganti, M. Fliess, and C. Join, Model-free Load Control for High Penetration of Solar Photovoltaic Generation, in Proc. of the IEEE North American Power Symposium (NAPS), pp. 1-6, Sep. 2017.
  119. M. E. Raoufat, K. Tomsovic and S.M. Djouadi, Control Allocation for Wide-Area Coordinated Damping, IEEE PES General Meeting, Illinois, pp. 1-6, 2017.
  120. M. E. Raoufat, K. Tomsovic and S.M. Djouadi, Power System Supplementary Damping Controllers in the Presence of Saturation, Power and Energy Conf. at Illinois (PECI), Illinois, pp. 1-6, 2017.
  121. J. Dong, T. Kuruganti, A. A. Malikopoulos, S.M. Djouadi and L. Wang, Home Energy Management based on Optimal Production Control Scheduling with Unknown Regime Switching, in Proc. IEEE American Control Conference (ACC), Seattle, WA, pp. 2054-2059, May 24-26, 2017.
  122. J. Dong and S.M. Djouadi, Distributed Mixed L2/H∞ Control Synthesis for Spatially Invariant Systems, in Proc. IEEE American Control Conference (ACC), Seattle, WA, May 24-26, pp. 1157-1162, May 2017.
  123. J. Dong, T. Kuruganti and S.M. Djouadi, Very Short-term Photovoltaic Power Forecasting using Uncertain Basis Function, in Proc. Conference on Information Sciences and Systems (CISS 2017), Baltimore, MD, pp. 1-6, March 2017.
  124. X. Pan and S.M. Djouadi, Estimation and Identification for Wireless Sensor Network Undergoing Uncertain Jumps, Proceedings of the SIAM Conference on Control and its Applications, pp. 46-53, 2017.
  125. N.D. Bull Ezell, C. Britton, N. Ericson, D. Holcomb, M. J. Roberts, S.M. Djouadi, and R. Wood, A Novel Technique Applying Spectral Estimation to Johnson Noise Thermometry, Conference of the 10th International Embedded Topical Meeting on Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies (NPIC and HMIT 2017), San Francisco, CA, 2017.
  126. S. Sahyoun and S.M. Djouadi, Orthogonal Locality Preserving model reduction and flow separation control for incompressible Navier Stokes equations, Proc. of the American Control Conference, pp. 3803-3808, May 2017. (Invited)