Krishna R. Pattipati


Krishna R. Pattipati

UTC Professor of Systems Engineering
Office: ITE 350
Phone: (860) 486-2890
Email: krishna@engr.uconn.edu

 

 

Education:

B.Tech., Electrical Engineering, Indian Institute of Technology, 1975
M.S., Electrical Engineering, Control and Communication Systems, University of Connecticut, 1977
Ph.D., Electrical Engineering, Control and Communication Systems, University of Connecticut, 1980.

Expertise:

My current research interests are as follows:

  • Development of models and methods for agile planning in dynamic and uncertain environments;
  • Identification of patterns in sparse data;
  • Computationally efficient techniques for inference in probabilistic graphical models that evolve with time;
  • Model-based and data-driven techniques for diagnosis and prognosis in complex systems;
  • Integration of heuristic search, information theory and stochastic control to solve problems arising in sequential fault diagnosis and testability analysis of electronic systems and electro-mechanical systems arising in aerospace applications;
  • Distributed coordinated scheduling of task graphs;
  • Development of models of distributed information processing in human teams and distributed detection;
  • Fast near-optimal algorithms for multi-user detection in wireless communications;
  • Development of discrete-optimization and statistical estimation techniques to associate data from multiple sensors and to track multiple objects;
  • Multi-objective optimization techniques for engineering applications.

Other Expertise:

  • Consultant, Alphatech, Inc., 1986-1992;
  • Consultant, IBM Research Center, 1989-1991;
  • Consultant, Qualtech Systems, Inc., 1993-present;
  • Editor-in-Chief, IEEE Transactions on Systems, Man and Cybernetics (SMC): Part B – Cybernetics, 1998-2001;
  • Associate Editor, IEEE Transactions on SMC, 1991-1997;
  • Vice-President for Conferences and Meetings of IEEE SMC Society, 2000-2001;
  • Vice-President for Technical Activities of IEEE SMC Society, 1998-1999;
  • Centennial key to the future, IEEE, 1984;
  • Best Technical Paper, IEEE Automatic Testing Conference, 1985, 1990, 1994, 2002, 2004, 2005, 2011;
  • Best Technical Paper, Command and Control Symposium, 1997, 2004;
  • Andrew P. Sage Award for best paper of 1999 in IEEE Transactions on SMC, October 2000;
  • NASA Space Act Award for “A Comprehensive Toolset for Model-based Health Monitoring and Diagnosis,” April 2002;
  • Co-recipient of Barry Carlton Award for the Best AES Transactions Paper of 2000, August 2002;
  • UConn AAUP Research Excellence Award, April 2003;
  • UConn School of Engineering Outstanding Teaching Award, 2005.
  • NASA Space Act Award, 2008 for “Real-Time Update Of Fault-Test Dependencies Of Dynamic Systems: A Comprehensive Toolset For Model-Based Health Monitoring And Diagnostics.”

Memberships:

  • Fellow, Institute of Electrical and Electronics Engineers (IEEE)
  • Member, Connecticut Academy of Science and Engineering

Honors and Awards:

  • NASA Space Act Award, 2008 for “Real-Time Update Of Fault-Test Dependencies Of Dynamic Systems: A Comprehensive Toolset For Model-Based Health Monitoring And Diagnostics.”
  • Elected to Connecticut Academy of Science and Engineering, 2006.
  • UConn School of Engineering Outstanding Teaching Award, April 2005.
  • UConn AAUP Research Excellence Award, 2003.
  • NASA Space Act Award for “A Comprehensive Toolset for Model-based Health Monitoring and Diagnosis,” 2002.
  • Co-recipient of Barry Carlton Award for the Best AES Transactions Paper of 2000, August 2002.
  • A.P. Sage Award for Best SMC Transactions Paper in Parts A, B and C of 1999, October 2000.
  • Elected Fellow of IEEE for contributions to Discrete Optimization Techniques for Large-Scale Systems and Team Decision-making (1995).
  • The Walter E. Peterson Awards for Best New Technology Paper at IEEE AUTOTEST Conferences (September 2005, September 2004, October 2002, September 1994, September 1990, October 1985).
  • Best Technical Paper Awards, Command and Control Research Symposium (June 2004, June 1997).
  • Outstanding Young Engineer of the IEEE Systems, Man, and Cybernetics Society. Received the Centennial Key to the Future Award (1984).
  • Outstanding Electrical Engineer, Indian Institute of Technology, Kharagpur, India (1975).

Recent Publications:

Book Chapters (Since 2007):

  • G. Levchuk, C. Meirina, S. Singh, K.R. Pattipati, P.K. Willett and K. Chopra “Learning from the Enemy: Approaches to Identifying and Modeling the Hidden Enemy Organization”, in A. Kott (ed), Information Warfare and Organizational Decision-making, Artech House, Norwood, MA, 2007.
  • Y. Levchuk, G. Levchuk, C. Meirina, S. Ruan, K.R. Pattipati and D.L. Kleinman, “Organizational Armor: Design of Attack-resistant Organizations,” in A. Kott (ed.) Information Warfare and Organizational Performance, Artech House, Norwood, MA, 2007.
  • K. R. Pattipati, A. Kodali, J. Luo, K. Choi, S. Singh, C. Sankavaram, S. Mandal, W. Donat, S. Namburu, S. Chigusa, L. Qiao, “Án Integrated Diagnostic Process for Automotive Systems,” in D. Prokhorov, (ed.) Studies in Computational Intelligence (SCI), Vol. 132, pp. 191-218, 2008.
  • A. Patterson-Hine, G. Aaseng, G. Biswas, S. Narasimhan and K.R. Pattipati, “Diagnostics and Testability, Chapter 16 in Stephen B. Johnson (Ed.), System Health Management with Aerospace Applications, Wiley, 2011, pp. 265-277.
  • K. Choi, V. Asal, J. Wilkenfeld and K.R. Pattipati, “Forecasting the Use of Violence in Ethno-political Organizations: Middle Eastern Minorities and the Choice of Violence,” in Handbook of Computational Approaches to Counterterrorism, Springer 2012 (to be published).

Journal Articles (Since 2007):

  • L. Grymek, S. Singh, and K. Pattipati, “Vehicular Dependence Adds to Telematics Allure,” IEEE Potentials, Vol. 26, No. 2, March 2007, pp. 12-16.
  • M. Namburu, J. Luo, M. Azam, K. Choi and K.R. Pattipati, “Fault Detection, Diagnosis and Data-driven Modeling in HVAC Chillers,” IEEE Trans. On Automation Science and Engineering, Vol. 4, No. 3, July 2007, pp. 469-473.
  • F. Yu, F. Tu, H. Tu and K.R. Pattipati, “A Lagrangian Relaxation Algorithm for Finding the MAP Configuration in QMR-DT,” IEEE Transactions on Systems, Man and Cybernetics: Part A- Systems and Humans, Vol. 37, No. 5, September 2007, pp. 746-757.
  • B. Wang, W. Wei, J. Kurose, D. Towsley , K.R. Pattipati, Z. Guo and Z. Peng “Application-Layer Multipath Data Transfer via TCP: Schemes and Performance Tradeoffs,” Performance Evaluation, Vol. 64, Issues 9-12, pp. 965-977, October, 2007.
  • J. Luo, K.R. Pattipati, L. Qiao and S. Chigusa, “An Integrated Diagnostic Development Process for Automotive Engine Control Systems,” IEEE Transactions on Systems, Man, and Cybernetics: Part C – Applications and Reviews, Vol. 37, No. 6, November 2007, pp. 1163-1173.
  • C. Meirina, Y.N. Levchuk, G.M. Levchuk, K.R. Pattipati and D.L. Kleinman, “A Markov Decision Process (MDP) Approach to Goal Attainment,” IEEE Transactions on Systems, Man and Cybernetics: Part A – Systems and Humans, Vol. 38, No. 1, pp. 116-133, January 2008.
  • W. An, S. Singh, K. R. Pattipati, S. Gokhale, and D. Kleinman, “Dynamic Scheduling of Multiple Hidden Markov Model-based Sensors”, Journal of Advances in Information Fusion, Vol. 3, No. 1, pp. 33-49, June 2008.
  • W. Donat, K. Choi, W. An, S. Singh and K.R. Pattipati, ” Data Visualization, Data reduction and Classifier Fusion for Intelligent Fault Diagnosis in Gas Turbine Engines,” ASME Journal of Engineering for Gas Turbines and Power, Vol. 130, July 2008, 041602, 8 pages.
  • C. Berger, S. Zhou, Y. Wen P. Willett and K.R. Pattipati, “Optimizing Joint Erasure and Error-Correction Coding for Wireless Packet Transmissions,” IEEE Trans. On Wireless Communications, Vol. 7, No. 11, Part 2, pp. 4586-4595, November 2008.
  • F. Yu, F. Tu and K.R. Pattipati, “Integrate a Holonic Organizational Control Architecture and Multi-Objective Evolutionary Algorithm to Achieve Adaptive Distributed Scheduling.” IEEE Transactions on Systems, Man and Cybernetics: Part A – Systems and Humans, Vol. 38, No. 5, pp. 1001-1017, September 2008.
  • J. Luo, K.R. Pattipati, L. Qiao, M. Kawamoto and S. Chigusa, “Model-based Prognostic Techniques Applied to a Suspension System,” IEEE Transactions on Systems, Man, and Cybernetics: Part A – Systems and Humans, Vol. 38, No. 5, pp. 1156-1168, September 2008.
  • S. Singh, H. Tu, W. Donat, K.R. Pattipati and P. Willett, Anomaly Detection via Feature-aided Tracking and Hidden Markov Models,” IEEE Trans. on SMC: Part A- Systems and Humans, Vol. 39, No. 1, pp. 144-159, January 2009.
  • S. Singh, A. Kodali, K. Choi, K. Pattipati, S. M. Namburu, S. Chigusa, D. V. Prokhorov, and L. Qiao, “Dynamic Multiple Fault Diagnosis Problem Formulations and Solution Techniques,” IEEE Trans. on SMC: Part A, , Vol. 39, No. 1, pp. 160-176, January 2009.
  • K. Choi, S. Singh, K. R. Pattipati, J. W. Sheppard, S. M. Namburu, S. Chigusa, D. V. Prokhorov, and L. Qiao, “Novel classifier fusion approaches for fault diagnosis in automotive systems,” IEEE Transactions on Instrumentation and Measurements, Vol. 58, No. 3, pp. 602-611, March 2009.
  • R. Boumen, S. Ruan, I. S.M. de Jong, J.M. Von de Martel-Fronczack, J.E. Rooda and K.R. Pattipati, “Hierarchical Test Sequencing for Complex Systems,” IEEE Transactions on Systems, Man and Cybernetics: Part A – Systems and Humans, Vol. 39, No. 3, pp. 640-649, May 2009.
  • S. Ruan, Y. Zhou, F. Yu, K.R. Pattipati, P.K. Willett and A. Patterson-Hine, “Dynamic Multiple Fault Diagnosis with Imperfect Tests,” IEEE Transactions on Systems, Man, and Cybernetics: Part A – Systems and Humans, Vol. 39, No. 6, pp. 1224-1236, November 2009.
  • J. Areta, Y. Bar-Shalom and K.R. Pattipati, “Combination of the m-best Hypotheses in Track Association,” Journal of Advances in Information Fusion, Vol. 4, No. 1, pp. 40-51, June 2009. (Appeared after July 2009).
  • J. Luo, M. Namburu, K.R. Pattipati, L. Qiao, and S. Chigusa, “Integrated Model-Based and Data-Driven Diagnosis of Automotive Anti-Lock Braking Systems,” IEEE Transactions on Systems, Man, and Cybernetics: Part A – Systems and Humans, Vol. 40, No. 2, pp. 321-336, March 2010.
  • X. Tian, Y. Bar-Shalom and K.R. Pattipati, “Multi-step Look-Ahead Policy for Autonomous Cooperative Surveillance by UAVs in Hostile Environments”, Journal of Advances in Information Fusion, Vol. 5, No. 1, pp. 3-17, June 2010.
  • B. Pattipati, C. Sankavaram and K.R. Pattipati, “System Identification and Estimation Framework for Pivotal Automotive Battery Management System Characteristics,” IEEE Trans. on SMC: Part C, Vol. 41, No. 6, November 2011, pp. 869-884.
  • W. An, C. Park, D.L. Kleinman, K.R. Pattipati, and W.G. Kemple, “Hidden Markov model and auction-based formulations of sensor coordination mechanisms in dynamic task environments”, IEEE Transactions on Systems, Man and Cybernetics, part A., Vol. 41, No. 6, November 2011, pp. 1092-1106.
  • C. Park, K. R. Pattipati, W. An, and D. L. Kleinman, “Quantifying the impact of information and organizational structures via distributed auction algorithm: Point-to-point communication structure”, IEEE Transactions on Systems, Man and Cybernetics: Part A., Vol. 42, No. 1, January 2012, pp. 68-86.
  • B. Wang, W. Wei, H. Dinh, W. Zeng and K.R. Pattipati, “Fault Localization using Passive End-to-End Measurements and Sequential Testing for Wireless Networks”, IEEE Trans. On Mobile Computing, Vol. 11, No. 3, March 2012, pp. 439-452.
  • X. Han, F. Yu, G. Levchuk, F. Tu and K.R. Pattipati, “A Probabilistic Computational Model for Identifying Organizational Structures from Uncertain Message Data,” Accepted for publication in the Journal of Advances in Information Fusion, February 2012.
  • Z. Wang, S. Zhou, J. C. Presig, K. R. Pattipati, and P. K. Willett, “Clustered Adaptation for Estimation of Time-Varying Underwater Acoustic Channels,” IEEE Trans. on Signal Processing, Accepted for publication, February 2012.
  • X. Han, H. Bui, S. Mandal, K.R. Pattipati and D.L. Kleinman, “Optimization-based Decision Support Software for Team-in-the-loop Experiment – MOC-1: Asset Package Selection and Planning,” Accepted for publication in IEEE Trans. on SMC: Part A, April 2012.
  • A. Kodali, S. Singh, K. Pattipati, “Dynamic set-covering for real-time multiple fault diagnosis with delayed test outcomes,” Accepted for publication in IEEE Trans. on SMC: Part A, June 2012.
  • A. Kodali, K. Pattipati and S. Singh, “A Coupled Factorial Hidden Markov Model (CFHMM) for Diagnosing Coupled Faults”, Accepted for publication in IEEE Trans. on SMC: Part A, June 2012.

Conference Publications(Since 2007):

  • J. Luo, S. Ghoshal, A. Mathur, and K.R. Pattipati, “Adaptive Maintenance Knowledge Bases for Field Service,” IEEE Aerospace Conference, Big Sky, Montana, March 2007.
  • M. Namburu, S. Chigusa, D. Prokhorov, L. Qiao, K. Choi and K.R. Pattipati,” Application of an Effective Data Mining Approach to Real-time Fault Diagnosis in Automotive Engines,” IEEE Aerospace Conference, Big Sky, Montana, March 2007.
  • S. Singh, S. Ruan, K. Choi, K.R. Pattipati, P. Willett and S. Chigusa, “An Optimization-based Method for Dynamic Multiple Fault Diagnosis,” IEEE Aerospace Conference, Big Sky, Montana, March 2007.
  • S. Singh, W. Donat, H. Tu, K. Pattipati and P. Willett “Anomaly Detection via Feature-Aided Tracking and Hidden Markov Models,” IEEE Aerospace Conference, Big Sky, Montana, March 2007.
  • W. Donat, K. Choi, W. An, S. Singh and K.R. Pattipati, “Data Reduction and Fusion Techniques for Intelligent Fault Detection and Diagnosis in Gas Turbine Engines,” Proceeding of ASME Gas Turbine Conference, Montreal, Canada, May 2007.
  • S. Singh, K. Choi, A. Kodali, K. Pattipati, J. Sheppard, S. M. Namburu, S. Chigusa, D. V. Prokhorov and L. Qiao, “Dynamic Multiple Fault Diagnosis Problem Formulations and Solution Techniques,” DX-07 International Workshop on Principles of Fault Diagnosis, Nashville, TN, May 2007.
  • G. Levchuk., F. Yu, H. Tu, K. Pattipati, Y. Levchuk, and E. Entin, “Identifying the Enemy – Part I: Automated Network Identification Model”, 12th International Command and Control Research and Technology Symposium, New Port, RI, June 2007.
  • Sui Ruan, Swapna S. Gokhale, Woosun An and Krishna R. Pattipati, “Modeling and Agent-Based Simulation of Organization in a Stochastic Environment”, 12th International command and control research and technology symposium, Newport, RI, June 2007.
  • J. Areta, Y. Bar-Shalom, M. Levedahl and K. R. Pattipati, “Hierarchical Track Association and Fusion for a Networked Surveillance System”, Proc. Fifteenth Annual Adaptive Sensor Array Processing Workshop (ASAP 2007), MIT Lincoln Laboratory, 5–6 June 2007.
  • F. Yu, G. Levchuk, K. Pattipati, and F. Tu, “A Probabilistic Computational Model for Identifying Organizational Structures from Uncertain Message Data”, Fusion 2007, Quebec City, Quebec, Canada, July 2007.
  • K. Choi, S. Singh, K. R. Pattipati, J. W. Sheppard, S. M. Namburu, S. Chigusa, D. V. Prokhorov, and L. Qiao, “Novel classifier fusion approaches for fault diagnosis in automotive systems,” IEEE AUTOTESTCON, 17-20 Sept. 2007, pp.260 – 269.
  • S. Singh, K. Choi, A. Kodali, K. Pattipati, S. M. Namburu, S. Chigusa, D. V. Prokhorov, and L. Qiao, “Dynamic fusion of classifiers for fault diagnosis,” IEEE SMC Conference, Montreal, Canada, October 2007.
  • H. Lee, S. Satnam, W. An, S. Gokhale, K. Pattipati; and D. Kleinman, “Rollout strategy for Hidden Markov Model (HMM)-based dynamic sensor scheduling”, Proceedings IEEE International Conference on Systems, Man, and Cybernetics (SMC 2007), Oct. 2007, Montreal, Quebec, Canada.
  • B. Wang, W. Wei, J. Kurose, D. Towsley , K.R. Pattipati, Z. Guo and Z. Peng “Application-Layer Multipath Data Transfer via TCP: Schemes and Performance Tradeoffs,” Proc. Performance (Performance 2007), Cologne, Germany, October 2007.
  • X. Tian, Y. Bar-Shalom and K. R. Pattipati, “Surveillance by Multiple Cooperative UAVs in Adversarial Environments”, Proc. SPIE Conf. Signal and Data Processing of Small Targets, #6969-47, Orlando, FL, March 2008.
  • C. Berger, J. Areta, K.R. Pattipati and P. Willett, “Compressed Sensing – A Look Beyond Linear Programming,” 2008 IEEE International Conference on Acoustics, Speech and Signal Processing, Las Vegas, NV, March 30-April 4, 2008.
  • A. Kodali, S. Singh, K. Choi, K. Pattipati, S. M. Namburu, S. Chigusa, D. V. Prokhorov, and L. Qiao, “Dynamic Set Covering for Real-Time Multiple Fault Diagnosis,” IEEE Aerospace Conference, Big Sky, Montana, March 2008.
  • A. Kodali, W. Donat, S. Singh, K. Choi, and K. Pattipati, ” Dynamic Fusion and Parameter Optimization of Multiple Classifier Systems,” Turbo Expo 2008: Power for Land, Sea and Air, Berlin, Germany, June 2008.
  • C. Park, D. L. Kleinman and K. R. Pattipati, “Holonic scheduling concepts for C2 organizational design for MHQ with MOC”, 13th ICCRTS, Bellevue, WA, June 2008.
  • G. M. Levchuk, B. Skarin, D. Serfaty and K.R. Pattipati, “SECURE: Stochastic Enhanced Control of Regional Unstable Environments,” 13th ICCRTS, Bellevue, WA, June 2008.
  • G. M. Levchuk, D. Lea and K.R. Pattipati, “Recognition of Coordinated Adversarial Behaviors from Multi-Source Information,” 13th ICCRTS, Bellevue, WA, June 2008.
  • G. M. Levchuk, D. Grande, K.R. Pattipati, Y. Levchuk and A. Kott, “Mission Plan Recognition: Developing Smart Automated Opposing Forces for Battlefield Simulations and Intelligence Analyses,” 13th ICCRTS, Bellevue, WA, June 2008.
  • S. M. Namburu, D. Prokhorov, S. Chigusa, L. Qiao and K.R. Pattipati, “KDD and its Applications in Automotive Sector – A Brief Survey, ” in Proc. 4th International Conference on data Mining (DMIN’08), Las Vegas, Nevada, USA, July 14-17 2008.
  • K. Choi, V. Asal, and K.R. Pattipati, Á Data-driven Classification Framework for Conflict and Instability Analysis,” IEEE SMC Conference, Singapore, October 2008.
  • X. Han, K. R. Pattipati, C. Park and G. M. Levchuk, “Organizational Structure Identification using a Hidden Markov Random Field Model and a Novel Algorithm for Quadratic Assignment Problem”, IEEE International Conference on Syst., Man, Cybern., Singapore, October 2008.
  • B. Pattipati, K. R. Pattipati, J. Christensen, S.M. Namburu, S. Chigua, D. Prokhorov and L. Qiao, “Automotive Battery Management Systems,” IEEE Autotestcon, Salt Lake City, UT, September 2008.
  • K. Choi, A. Kodali, K.R. Pattipati, S.M. Namburu, S. Chigusa, D. Prokhorov, and L. Qiao, “Parameter Optimization in Classifier Fusion for Fault Diagnosis in Engineering Systems,” IEEE Autotestcon, Salt Lake City, UT, September 2008.
  • J. Akhigbe, G. Zarate, Y. Wang, K. Choi, A. Kodali, K.R. Pattipati, Y. Lei and C. Bruckner, “Fluorescence detection of nitroaromatics using a library of structurally diverse porphyrinoids”, American Chemical Society Meeting, Philadelphia, PA, Fall 2008.
  • X. Tien, Y. Bar-Shalom and K. R. Pattipati, “Multi-step Look-Ahead Policy for Autonomous Cooperative Surveillance by UAVs in Hostile Environments,” 47th IEEE Conference on Decision and Control, Cancun, Mexico, Dec. 9-11, 2008.
  • V. Asal, K. Choi and K.R. Pattipati, “Forecasting the Use of Violence in Ethnic-political Organizations: Middle Eastern Minorities, At Risk Minorities and the Choice of Violence,” ISA Annual Convention, New York, NY, February 15-18, 2009.
  • L.A. Kuznar, V. Asal, K. Rethemeyer, K.R. Pattipati, R. Popp and S. Shellman, “Fingerprinting Leading Indicators of WMD Terrorism: An Integrated Modeling Approach,” AAAI Spring 09- Symposium on Techno-social Predictive Analytics, Stanford, CA, March 23-25, 2009.
  • C. Park, D.L. Kleinman and K.R. Pattipati, “Multi-level operational C2 holonic reference architecture modeling for MHQ with MOC”, 14th International Command and Control Research and Technology Symposium, Washing D.C., June 2009.
  • W. An, C. Park, D.L. Kleinman, K.R. Pattipati and W.G. Kemple, “HMM and auction-based formulations of ISR coordination mechanisms for the expeditionary strike group mission”, 14th International Command and Control Research and Technology Symposium, Washing D.C., June 2009.
  • G. Levchuk, B. Skarin, and K. Pattipati, “Identifying Critical Resources and Operations of the Adversaries from Incomplete Data”, 14th International Command and Control Research and Technology Symposium, Washing D.C., June 2009.
  • G. Levchuk, S. Galster, and K. Pattipati, “Developing Automated Intelligence Collection Plans from Probabilistic Behavior Estimates”, 14th International Command and Control Research and Technology Symposium, Washing D.C., June 2009.
  • H. Bui, X. Han, S. Mandal, K.R. Pattipati and D.L. Kleinman, “Optimization-based decision support algorithms for a team-in-the-loop planning experiment”, IEEE International Conference on SMC, San Antonio, Texas, October 2009.
  • C. Sankavaram, B. Pattipati, A. Kodali, K.R. Pattipati, M. Azam and S. Kumar, “Model-based and Data-driven Prognosis of Automotive and Electronic Systems”, IEEE Conference on Automation Science and Engineering, Bangalore, India, August 2009.
  • S. Singh, A. Kodali and K.R. Pattipati, “A Factorial Hidden Markov Model (FHMM)-based Reasoner for Diagnosing for Multiple Intermittent Faults,” IEEE Conference on Automation Science and Engineering, Bangalore, India, August 2009.
  • S. Mandal, X. Han, K. R. Pattipati, D. L. Kleinman, “Agent-based distributed framework for collaborative planning”, IEEE Aerospace Conference, Big Sky, MN. March 2010.
  • A. Kodali, K. Pattipati and S. Singh, “A Coupled Factorial Hidden Markov Model (CFHMM) for Diagnosing Coupled Faults”, IEEE Aerospace Conference, Big Sky, MN, March 2010.
  • D. Crouse, R.W. Osborne, K.R. Pattipati, P.K. Willett and Y. Bar-Shalom, “2D Location Estimation of Angle-Only Sensor Arrays Using Targets of Opportunity”, SPIE Proceedings, Orlando, FL, April 2010.
  • C. Park, W. An, K. R. Pattipati, and, D. L. Kleinman, “Distributed auction algorithms for the assignment problem with partial information”, 15th International Command and Control Research and Technology Symposium, Santa Monica, CA, June 2010.
  • W. An, M. Mishra, C. Park, and K.R. Pattipati, “An integrated asset allocation and path planning method to search for targets in a dynamic environment”, 15th International Command and Control Research and Technology Symposium, Santa Monica, CA , June 2010.
  • G. Levchuk, K.R. Pattipati, J. Hollenbeck, “Design of Command and Control Organizations: From Years of Modeling to Empirical Validation”, 15th International Command and Control Research and Technology Symposium, Santa Monica, CA , June 2010.
  • C. Sankavaram, A. Kodali, K. Pattipati, S. Singh, and P. Bandyopadhyay, “Event- driven data mining techniques for test fleet fault diagnosis”, DX-10 conference, Portland, OR, Oct. 2010.
  • D. F. Crouse, R. Osborne III, K. Pattipati, P. Willett, and Y. Bar-Shalom, “2D location estimation of angle-only sensor arrays using targets of opportunity,” Proceedings of the 13th International Conference on Information Fusion, Edinburgh, Great Britain, Jul. 2010. Honorable Mention for the Best Student Paper Award.
  • C. Park, K. R. Pattipati, W. An, and D. L. Kleinman, “Quantifying the impact of information and communication structures via distributed auction algorithm”, IEEE International Conference on SMC, Istanbul, Turkey, October 2010.
  • C. Park, K. R. Pattipati, and D. L. Kleinman, “Role of information and organization structures on distributed auction algorithms: Point-to-point communication architecture”, NATO HFM-202 symposium on human modeling for military application, Amsterdam, Netherlands, October 2010.
  • G. Levchuk, J.-C. Romano and K.R. Pattipati, “Adaptive Automated Opposing Forces for Urban Operations Training,” Inter-service/Industry Training, Simulation, and Education Conference (I/ITSEC) 2010, Orlando, FL, Nov 28-Dec 1, 2010.
  • S. Deb, S. Ghoshal, M. Azam, V. Malepati and K.R. Pattipati, “Cost of Not Having a Sensor,” Proceedings of the Infotech@Aerospace 2011,St. Louis, Missouri, March 2011.
  • X. Han, S. Mandal, H. Bui, D. F. Martinez Ayala, D. Sidoti, K. R. Pattipati, and D. L. Kleinman, “An optimization-based multi-level asset allocation model for collaborative planning,” 16th International Command and Control Research and Technology Symposium, Québec City, Canada, June 2011.
  • Chaitanya Sankavaram, Anuradha Kodali, Krishna Pattipati, Bing Wang, “A Prognostic Framework for Health Management of Coupled Systems,” Proceedings of the 2011 IEEE International Conference on Prognostics and Health Management, June 20-23, 2011, Denver, CO.
  • D.F. Crouse, P.K. Willett, K.R. Pattipati and L. Svensson, “A Look at Gaussian Mixture Reduction Algorithms,” 2011 International Conference on Information Fusion, Chicago, IL, July 2011.
  • B. Pattipati, C. Sankavaram, K.R. Pattipati, Y. Zhang, M. Howell and M. Salman,”Multiple Model Moving Horizon Approach to Prognostics in Coupled Systems,” 2011 IEEE Autotestcon, Baltimore, MD, September 2011.
  • R. Ghimire, C. Sankavaram, A. Ghahari, K.R. Pattipati, Y. Ghoneim, M. Howell, M. Saalman, “Integrated Model-based and Data-driven Fault Detection and Diagnosis Approach for an Automotive Electronic Power Steering System,” 2011 IEEE Autotestcon, Baltimore, MD, September 2011.
  • Chendong Li, Chulwoo Park, Krishna R. Pattipati, and David L. Kleinman, “Distributed Algorithms for Biobjective Assignment Problems,” 50th IEEE Conference on Decision and Control and European Control, Orlando, FL, December 12-15, 2011.
  • B. Pattipati, B. Balasingam, C. Sankavaram, K.R. Pattipati and Y. Bar-Shalom, “An EM Approach for Dynamic Battery Management Systems,” 15th International Conference on Information Fusion, Singapore, July 9-12, 2012.
  • W. An, E. Regnier, D. F.M. Ayala, D. Sidoti, M. Misra, X. Han, K.R. Pattipati, D.L. Kleinman and J. Hanson, “Dynamic Asset Allocation Approaches for Counter-piracy Operations,” 15th International Conference on Information Fusion, Singapore, July 9-12, 2012.
  • C. Park, K.R. Pattipati and D.L. Kleinman, “Multi-level Operational C2 Architecture Modeling via Hierarchically-structured Semi-Markov Decision Processes,” IEEE International Conference on Systems, Man and Cybernetics, Seoul, S. Korea, Oct. 14-17, 2012.

Active Research Projects:

Research activities in Cyberlab were funded by the following active grants and contracts during this fiscal year. These grants currently support 9 Ph.D. students, 3 M.S. students and a Post-doctoral Fellow.

Title: Agile Information and Decision Support Concepts for Dynamic Planning/Re-planning in C2 of Unmanned and Undersea Systems, Office of Naval Research, Amount: $1,148,080; Duration: 12/01/2011-11/30/2014, Award # N00014-12-1-0238, Role: PI.

Title: Goali: Diagnosis and Prognosis of Automotive Chassis Systems, National Science Foundation, Amount: $349,995, Duration: 09/01/10-8/31/13, Award #ECCS-1001445, Role: PI.

Title: Battery Fuel Gauge Adaptive Prognostication Algorithm, Fairchild Semiconductor Corporation, Award: $318,228, Duration: 02/15/2012-02/14/2013, Award # AG120748, Role: PI.

Title: CPS: Fault Diagnosis and Prognosis in a Network of Embedded Systems in Automotive Vehicles, National Science Foundation, $550,000, 09/01/09-08/31/12, Award # ECCS-0931956, Role: PI.

Title: Modeling and Analysis of Agile C2 Organizations for MHQ with MOC, Office of Naval Research, Amount: $765,000, Duration: 10/12/2008-6/30/2012, Award # N00014-09-1-0062, Role: PI.

Title: Decision Support Systems for Quantifying the Impact of Oceanographic Environment on Maritime Operations, Office of Naval Research through Aptima, Inc., $224,000, 01/02/10-1/31/12, Award # 0464-1412, Role: PI.

Title: Advanced Analytics for Threat Detection, Inference and Forecasting, Comcast Corporation, 5/1/2012- 4/30/2013, $181,830, Role: Co-PI.

Title: Prognostic and Health Management of Hamilton Systems in Boeing 787, Hamilton Sundstrand, 1/1/2012-12/31/2012, $100,000., Role: Co-PI.

Professional Activities:

Presentations:

” Stochastic Models for Counter-Terrorism Analysis,” (with S. Singh, H. Tu, P. K. Willett and J. Allanach), ICATHS 2004, (poster), University of Connecticut, CT, August, 2004.

ONR A2C2 Program Review, San Diego, CA, June, 2004.

” Combinatorial Optimization Algorithms for Fault Diagnosis in Complex Systems, ” NASA-Ames Research Center, Moffet Field, CA, June, 2004.

” Fault Diagnosis in Complex Systems,” UTRC, East Hartford, CT, July, 2004.

” Information Integration via Hierarchical and Hybrid Bayesian Networks,” Indian Institute of Science, Department of Computer Science and Automation, December 22, 2004.

” Adaptive Organizations and Agent-Based Simulations,” Indian Institute of Science, Department of Computer Science and automation, December 22, 2004.

Member, Program Committee, 2005 IEE SMC Conference, Hawaii.

Reviewer:

  • DARPA

Gained Access to:

  • Naval War College, Innovation Lab SPAWAR, San Diego, CA
  • Member, Board of Directors, Aptima, Inc., Woburn, MA.