Publications

  • Yang Chen, Le Xie and P. R. Kumar, “Integrating PMU-data-driven and Physics-based Analytics for Power Systems Operations.” Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, Pacific Grove, California, November 2–5, 2014.
  • Yang Chen, Le Xie and P. R. Kumar, “Power System Event Classification via Dimensionality Reduction of Synchrophasor Data.” The Eighth IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM) 2014), A Corun ̃a, Spain, June 22–25, 2014.
  • Gaurav Sharma, Le Xie and P. R. Kumar, “Optimal demand response: Continuum limit of a privacy- based architecture.” Proceedings of the 51st Annual Allerton Conference on Communication, Control, and Computing, University of Illinois, October 2–4, 2013.
  • Xueying Guo, Sheng Zhou, Zhisheng Niu and P. R. Kumar, “Optimal Wake-up Mechanism for Single Base Station with Sleep Mode,” pp. 1–8, Proceedings of the 25th International Teletraffic Congress (ITC 25), Shanghai, September 10–12, 2013.
  • Jonathan Ponniah, Yih-Chun Hu and P. R. Kumar, “An Orthogonal Multiple Access Coding Scheme,” Communications in Information and Systems: Special Issue in Honor of Professor Han-Fu Chen. pp. 41–76, vol. 12, no. 1, 2012.
  • Kyoung-Dae Kim and P. R. Kumar, “Prologue to the Section on Cyber-Physical Systems.” Proceedings of the IEEE: Centennial Issue, pp. 1285-1286, vol. 100, no. 13, May 13th, 2012.
  • Dongho Kim, Danesh Esteki, Yih-Chun Hu and P. R. Kumar, “A Lightweight Deterministic MAC Protocol Using Low Cross-Correlation Sequences.” Proceedings of IEEE Globecomm 2011: 54th Annual IEEE Global Telecommunications Conference, pp. 1–6, Houston, December 5–9, 2011.
  • I-Hong Hou, V. Borkar and P. R. Kumar, “A Theory of QoS for Wireless.” Proceedings of Infocom 2009, April 19-25, 2009, Rio de Janeiro, Brazil.
  • Girish Baliga, Scott Graham, Lui Sha and P. R. Kumar, “EtherWare: Domainware for wireless control networks.” pp. 155-162, Proceedings of The 7th IEEE International Symposium on Object-oriented Real-time Distributed Computing, May 12-14, 2004, Vienna, Austria.
  • P. R. Kumar and Sunil Kumar, “Semiconductor Manufacturing Scheduling,” pp. 110-119, Wiley Encyclopedia of Electrical and Electronics Engineering, Volume 19. John G. Webster, Editor. John Wiley and Sons, Inc., New York, 1999.
  • P. R. Kumar, “Dynamic Programming,” in The Control Handbook, William S. Levine, Editor, CRC Press and IEEE Press, pp. 1097-1104, 1996.
  • P. R. Kumar, “Asymptotics and Uniform Bounds for Multiclass Queueing Networks.” Stochastic Networks: Stability and Rare Events, Lecture Notes in Statistics, P. Glasserman, K. Sigman and D. Yao, Editors, Volume 117, pp. 65-73, Springer-Verlag, New York, 1996.
  • “Adaptive Control, Filtering, and Signal Processing,” Volume 74, The IMA Volumes in Mathematics and Applications, K. J. Astrom, G. C. Goodwin, and P. R. Kumar, Editors, Springer-Verlag, New York, 1995. ISBN 0-387-97988-3
  • “Discrete Event Systems, Manufacturing Systems and Communication Networks,” Volume 73, IMA Volumes in Mathematics and Applications, P. R. Kumar and P. Varaiya, Editors, Springer-Verlag, New York, 1995. ISBN 0-387-97987-5
  • P. R. Kumar, “Re-entrant Lines.” Queueing Systems: Theory and Applications, Special Issue on Queueing Networks, pp. 87-110, vol. 13, nos. 1-3, May 1993.
  • Sanjeev M. Naik and P. R. Kumar, “Stability of adaptively controlled systems using parameter projection.” Control – Theory and Advanced Technology, vol. 9, no. 1, Special Issue on “Identification and Adaptive Control – Continuous Time Approaches”, pp. 191-201, March 1993.
  • W. Ren and P. R. Kumar, “The Convergence of Self-tuning Feedback Control for Linear Stochastic Systems.” pp. 383-397, in Stochastic Theory and Adaptive Control, T. E. Duncan and B. Pasik Duncan (Eds.), Lecture Notes in Control and Informational Sciences, Springer-Verlag, New York, 1992.
  • S. M. Naik and P. R. Kumar, “Extended Least Squares Based Adaptive Control: Robustness Analysis.” pp. 346-360, in Stochastic Theory and Adaptive Control, T. E. Duncan and B. Pasik Duncan (Eds.), Lecture Notes in Control and Informational Sciences, Springer-Verlag, New York, 1992.
  • Wei Ren and P. R. Kumar, “The Convergence of Output Error Recursions in Infinite Order Moving Average Noise.” New Directions in Time Series Analysis, Part II, edited by Peter Caines, John Geweke and Murad Taqqu, Vol. 46, IMA Volumes in Mathematics and its Applications, pp. 315-324, Springer-Verlag, N.Y. 1992.
  • Wei Ren and P. R. Kumar, “Stochastic Adaptive System Theory: Recent Advances and a Reappraisal.” Foundations of Adaptive Control, Lecture Notes in Control and Information Sciences, vol. 160, pp. 269-307, P. V. Kokotovic, Editor, Springer-Verlag, New York, 1991.
  • S. F. Lin and P. R. Kumar, “Parameter Convergence in the Stochastic Gradient Adaptive Control Law.” pp. 203-204, in Advances in Adaptive Control, Edited by K. S. Narendra, R. Ortega, and P. Dorato. IEEE Press, 1991. (Also see [60]).
  • Steve Lu and P. R. Kumar, “On Dynamic Scheduling of Manufacturing Systems.” Communication, Control and Signal Processing: Proceedings of the 1990 Bilkent International Conference on New Trends in Communication, Control and Signal Processing, vol. II, pp. 1643-1649, E. Arikan, Editor, Elsevier, Amsterdam, 1990.
  • Wei Ren and P. R. Kumar, “Recent Results on Least Squares Based Adaptive Control of Linear Stochastic Systems in White Noise.” Sadhana, pp. 397-404, vol. 15, nos. 4 & 5, December 1990.
  • P. R. Kumar, “Performance and Robustness in Adaptive Control of Linear Stochastic Systems.” Stochastic Differential Systems, vol. 126, Springer-Verlag Lecture Notes in Control and Information Sciences, pp. 183-195, Proceedings of the Fourth Bad Honnef Conference, June 20-24, 1988, N. Christopeit, K. Helmes, M. Kohlmann, Editors, Springer-Verlag, Heidelberg, W. Germany, 1989.
  • P. R. Kumar, “Recent Advances in the Theory of Stochastic Adaptive Control.” Stochastic Differential Systems, Stochastic Control Theory and Applications, vol. 10, IMA Volumes in Mathematics and its Applications, pp. 241-254, W. Fleming and P. L. Lions, Editors, Springer-Verlag, 1988.
  • T. Basar and P. R. Kumar, “On Worst Case Design Strategies.” Computers and Mathematics with Applications: Special Issue on Pursuit-Evasion Differential Games, vol. 13, no. 1-3, pp. 239-245, 1987.
  • P. R. Kumar and L. Praly, “Self Tuning Trackers.” SIAM Journal on Control and Optimization, vol. 25, no. 4, pp. 1053-1071, July 1987.
  • R. Akella and P. R. Kumar, “Optimal Scheduling of a Flexible Manufacturing System : A Stochastic Control Problem for a System with Jump Markov Disturbances.” pp. 131-134, Computational and Combinatorial Methods in Systems Theory, Editors: C. Byrnes and A. Lindquist, North Holland, 1986. (Proceedings of MTNS-1985-7th International Symposium on the Mathematical Theory of Networks and Systems, Stockholm, June 10-14, 1985.)
  • P. R. Kumar, “Identification and Adaptive Control of Linear Stochastic Systems.” in Adaptive and Learning Systems: Theory and Applications, Editor K. S. Narendra, pp. 87-103, Plenum Press, New York, 1986.
  • P. R. Kumar and P. Varaiya, “Stochastic Systems: Estimation, Identification and Adaptive Control.” Prentice Hall, Englewood Cliffs, N. J., 1986.
  • U. Shaked and P. R. Kumar, “Minimum Variance Control of Discrete Time Multivariable ARMAX Systems.” SIAM Journal on Control and Optimization. vol. 24, no. 3, pp. 396-411, May 1986.
  • P. R. Kumar, “Review of ‘Theory and Practice of Recursive Identification’ by L. Ljung and T. Soderstrom,” IEEE Transactions on Automatic Control., vol. AC-30, no. 10, pp. 1054-1056, 1985.
  • P. R. Kumar and T. I. Seidman, “Stability in the Sense of Bounded Average Power.” IMA Journal of Mathematical Control and Information, vol. 2, pp. 109-122, 1985.
  • P. R. Kumar and J. Walrand, “Individually Optimal Routing in Parallel Systems.” Journal of Applied Probability, vol. 22, pp. 989-995, December 1985.
  • W. Lin, P. R. Kumar, and T. I. Seidman, “Will the Self-Tuning Approach Work for General Cost Criteria?.” Systems and Control Letters, vol. 6, no. 2, pp. 77-85, July 1985.
  • A. Becker, P. R. Kumar, and C. Z. Wei, “Adaptive Control with the Stochastic Approximation Algorithm: Geometry and Convergence,” IEEE Transactions on Automatic Control, vol. AC-30, no. 4, pp. 330-338, April 1985.
  • W. Lin and P. R. Kumar, “Optimal Control of a Queueing System with Two Heterogeneous Servers,” IEEE Transactions on Automatic Control, vol. AC-29, pp. 696-703, August 1984.
  • P. R. Kumar, “Optimal Adaptive Control of Markovian Systems,” in Geometry and Identification: Proceedings of the APSM Conference on System Geometry, System Identification and Parameter Estimation, pp. 129-132, Editors P. E. Caines and R. Hermann, Math. Science Press, Brookline, Mass., 1983.
  • P. R. Kumar, “Optimal Adaptive Control of Linear Quadratic Gaussian Systems,” SIAM Journal on Control and Optimization, pp. 163-178, March 1983.
  • P. R. Kumar, “Simultaneous Identification and Adaptive Control of Unknown Systems Over Finite Parameter Sets,” IEEE Transactions on Automatic Control, vol. AC-28, no. 1, pp. 68-76, January 1983.
  • W. Lin and P. R. Kumar, “Stochastic Control of a Queue with Two Servers of Different Rates.” in Analysis and Optimization of Systems, edited by A. Bensoussan and J. L. Lions, Lecture Notes in Control and Information Sciences, vol. 44, Springer-Verlag 1982.
  • P. R. Kumar, “Optimal Adaptive Control of Stochastic Systems.” Ricerche di Automatica, pp. 1-5, vol. XIII, no. 1, October 1982.
  • P. R. Kumar and W. Lin, “Optimal Adaptive Controllers for Unknown Markov Chains.” IEEE Transactions on Automatic Control, vol. AC-27, pp. 765-774, August 1982.
  • P. R. Kumar and J. H. van Schuppen, “On the Optimal Control of Stochastic Systems with an Exponential of Integral Performance Index.” Journal of Mathematical Analysis and Applications, vol. 80, pp. 312-332, April 1982.
  • P. R. Kumar and A. Becker, “A New Family of Optimal Adaptive Controllers for Markov Chains.” IEEE Transactions on Automatic Control, vol. AC-27, pp. 137-146, February 1982.
  • P. R. Kumar, “Adaptive Control with a Compact Parameter Set.” SIAM Journal on Control and Optimization, vol. 20, pp. 9-13, January 1982.
  • P. R. Kumar and T. H. Shiau, “Zero Sum Dynamic Games.” Control and Dynamic Games, C. T. Leondes, Editor, pp. 1345-378, Academic Press, 1981.
  • P. R. Kumar and T.I. Seidman, “On the Optimal Solution of the One-Armed Bandit Adaptive Control Problem.” IEEE Transactions on Automatic Control, vol. AC-26, pp. 1176-1184, October 1981.
  • P. R. Kumar and T. H. Shiau, “Existence of Value and Randomized Strategies in Zero-Sum Discrete-Time Stochastic Dynamic Games.” SIAM Journal on Control and Optimization, vol. 19, pp. 617-634, September 1981.
  • P. R. Kumar and J. H. van Schuppen, “On Nash Equilibrium Solutions in Stochastic Dynamic Games.” IEEE Transactions on Automatic Control, vol. AC-25, pp. 1146-1149, December 1980.
  • P. R. Kumar, “Optimal Mixed Strategies in a Dynamic Game.” IEEE Transactions on Automatic Control, vol. AC-25, pp. 743-749, August 1980.
  • P. R. Kumar, “A Differential Game with Jump Process Observations.” Journal of Optimization Theory and Applications, vol. 31, pp. 219-231, June 1980.
  • S. D. Personick, P. Balaban, J. H. Bobsin, and P. R. Kumar, “A Detailed Comparison of Four Approaches to the Calculation of the Sensitivity of Optical Fiber System Receivers.” IEEE Transactions on Communications, pp. 541-578, May 1977.