Derong Liu's Conference Papers

  1. H. Li, D. Liu, and D. Wang, "Approximate optimistic policy iteration for optimal control of discrete-time nonlinear systems," submitted to 19th IFAC Triennial World Congress, Cape Town, South Africa, Aug. 2014.
  2. Q. Wei and D. Liu, "Nearly optimal control scheme for discrete-time nonlinear systems with finite approximation errors using generalized value iteration algorithm," Proc. 19th IFAC Triennial World Congress, Cape Town, South Africa, Aug. 2014.
  3. Z. Wang and D. Liu, "Data-based characteristics analysis for linear discrete-time systems," Proc. 19th IFAC Triennial World Congress, Cape Town, South Africa, Aug. 2014.
  4. D. Wang, D. Liu, H. Li, and X. Yang, "Robust optimal control for a class of nonlinear dynamic systems using single network adaptive dynamic programming," submitted to 33rd Chinese Control Conference, Nanjing, China, July 2014.
  5. X. Yang, D. Liu, D. Wang, and H. Ma, "Constrained online optimal control for continuous-time nonlinear systems using neuro-dynamic programming," submitted to 33rd Chinese Control Conference, Nanjing, China, July 2014.
  6. X. Yang, D. Liu, and Q. Wei, "Near-optimal online control of uncertain nonlinear continuous-time systems based on concurrent learning," submitted to 2014 International Joint Conference on Neural Networks, Beijing, China, July 2014.
  7. H. Li, D. Liu, and D. Wang, "Data-driven iterative adaptive dynamic programming algorithm for approximate optimal control of unknown nonlinear systems," submitted to 2014 International Joint Conference on Neural Networks, Beijing, China, July 2014.
  8. F. Tan, D. Liu, X. Guan, and B. Luo, "Unmanned aerial vehicles (UAV) heading optimal tracking control using online kernel-based HDP algorithm," submitted to 2014 International Joint Conference on Neural Networks, Beijing, China, July 2014.
  9. Q. Wei and D. Liu, "Optimal learning control for discrete-time nonlinear systems using generalized policy iteration based adaptive dynamic programming," submitted to 2014 World Congress on Intelligent Control and Automation, Shenyang, China, June 2014.
  10. C. Li, D. Liu, H. Li, and D. Wang, "Decentralized control for a class of nonlinear interconnected systems using integral policy iteration," submitted to 2014 World Congress on Intelligent Control and Automation, Shenyang, China, June 2014.
  11. X. Yang, D. Liu, and D. Wang, "Observer-based adaptive output feedback control for nonaffine nonlinear discrete-time systems using reinforcement learning," Proc. 20th International Conference on Neural Information Processing, Daegu, Korea, Nov. 2013.
  12. H. Li, D. Liu, and D. Wang, "Integral policy iteration for zero-sum games with completely unknown nonlinear dynamics," Proc. 20th International Conference on Neural Information Processing, Daegu, Korea, Nov. 2013.
  13. Q. Wei and D. Liu, "Neuro-optimal learning control scheme for gasification process with unknown system model," Proc. 6th International Conference on Advanced Computational Intelligence, Hangzhou, China, Oct. 2013.
  14. H. Li, D. Liu, and D. Wang, "Adaptive dynamic programming for solving non-zero-sum differential games," Proc. 3rd IFAC International Conference on Intelligent Control and Automation Science, Chengdu, China, Sept. 2013, pp.581-586.
  15. Q. Wei and D. Liu, "A new self-learning optimal control scheme for discrete-time nonlinear systems using policy iterative adaptive dynamic programming," Proc. 3rd IFAC International Conference on Intelligent Control and Automation Science, Chengdu, China, Sept. 2013, pp.575-580.
  16. X. Yang, D. Liu, and D. Wang, "Neuro-optimal control of unknown nonaffine nonlinear systems with saturating actuators," Proc. 3rd IFAC International Conference on Intelligent Control and Automation Science, Chengdu, China, Sept. 2013, pp.569-574.
  17. Q. Wei and D. Liu, "Stable iterative optimal control for discrete-time nonlinear systems using numerical controller," Proc. 2013 IEEE International Conference on Service Operations and Logistics, and Informatics, Dongguan, Guangdong, China, July 2013.
  18. D. Wang, D. Liu, H. Li, and X. Yang, "A learning optimal control scheme for robust stabilization of a class of uncertain nonlinear systems," Proc. 32nd Chinese Control Conference, Xi'an, China, July 2013.
  19. X. Yang, D. Liu, and D. Wang, "Direct adaptive output feedback control for MIMO uncertain nonlinear discrete-time systems based on neural networks," Proc. 32nd Chinese Control Conference, Xi'an, China, July 2013.
  20. D. Liu, Y. Huang, and Q. Wei, "Neural network H-infinity tracking control of nonlinear systems using GHJI method," Proc. 2013 International Symposium on Neural Networks, Dalian, China, July 2013, vol.2, pp.186-195. (See Advances in Neural Networks - ISNN 2013, Lecture Notes in Computer Science, vol.7952, Edited by C. Guo, Z. Hou, and Z. Zeng, Berlin: Springer-Verlag, 2013.)
  21. D. Zhang and D. Liu, "Adaptive optimal control for nonlinear systems with control constraints using GDHP technique," Proc. 4th International Conference on Intelligent Control and Information Processing, Beijing, China, June 2013, pp.398-401.
  22. D. Liu, D. Wang, and H. Li, "Online learning optimal control for decentralized stabilization of nonlinear interconnected systems," Proc. 3rd IEEE International Conference on CYBER Technology in Automation, Control, and Intelligent Systems, Nanjing, China, May 2013.
  23. Y. Huang, D. Liu, and Q. Wei, "Convergence analysis of continuous-time systems based on feedforward neural networks," Proc. 2013 IEEE International Symposium on Circuits and Systems, Beijing, China, May 2013, pp.2095-2098.
  24. D. Liu and Q. Wei, "Generalized adaptive dynamic programming algorithm for discrete-time nonlinear systems: Convergence and stability analysis," Proc. 3rd IEEE International Conference on Information Science and Technology, Yangzhou, China, Mar. 2013.
  25. Y. Huang, D. Liu, and Q. Wei, "Generalized Hamilton-Jacobi-Isaacs formulation-based neural network H-infinity control for constrained input nonlinear systems," Proc. 19th International Conference on Neural Information Processing, Doha, Qatar, Nov. 2012, pp.218-225.
  26. D. Zhang, D. Liu, and Q. Wei, "Nearly optimal control laws for nonlinear systems with the dead-zone control input based on iterative the ADP approach," Proc. 19th International Conference on Neural Information Processing, Doha, Qatar, Nov. 2012, pp.127-134.
  27. Y. Ma and D. Liu, "Cooperative spectrum sensing in cognitive radio with Taguchi method," Proc. 76th IEEE Vehicular Technology Conference, Quebec City, Canada, Sept. 2012, pp.1-5.
  28. H. Li, D. Liu, and D. Wang, "Neural-network-based optimal control for discrete-time nonlinear systems using general value iteration," Proc. 2012 Chinese Control Conference, Hefei, China, July 2012, pp.2932-2937.
  29. D. Liu, D. Wang, and H. Li, "Optimal control of unknown discrete-time nonlinear systems with constrained inputs using GDHP technique," Proc. 2012 Chinese Control Conference, Hefei, China, July 2012, pp.2926-2931.
  30. H. Li, D. Liu, and D. Wang, "Heuristic dynamic programming-based H-infinity control of discrete-time affine nonlinear systems," Proc. 3rd International Conference on Intelligent Control and Information Processing, Dalian, China, July 2012, pp.331-335.
  31. D. Liu, X. Yang, and H. Li, "Adaptive optimal control for a class of nonlinear partially uncertain dynamic systems via policy iteration," Proc. 3rd International Conference on Intelligent Control and Information Processing, Dalian, China, July 2012, pp.92-96.
  32. Q. Wei and D. Liu, "Self-learning control schemes for two-person zero-sum differential games of continuous-time nonlinear systems with saturating controllers," Proc. 2012 International Symposium on Neural Networks, Shenyang, China, July 2012, vol.2, pp.534-543. (See Advances in Neural Networks - ISNN 2012, Lecture Notes in Computer Science, vol.7368, Edited by J. Wang, G. Yen, and M. Polycarpou, Berlin: Springer-Verlag, 2012.)
  33. Y. Huang, D. Liu, and Q. Wei, "Temperature control in water-gas shift reaction with adaptive dynamic programming," Proc. 2012 International Symposium on Neural Networks, Shenyang, China, July 2012, vol.2, pp4.78-487. (See Advances in Neural Networks - ISNN 2012, Lecture Notes in Computer Science, vol.7368, Edited by J. Wang, G. Yen, and M. Polycarpou, Berlin: Springer-Verlag, 2012.)
  34. D. Fuselli, F. De Angelis, M. Boaro, D. Liu, Q. Wei, S. Squartini, and F. Piazza, "Optimal battery management with ADHDP in smart home environments," Proc. 2012 International Symposium on Neural Networks, Shenyang, China, July 2012, vol.2, pp.355-364. (See Advances in Neural Networks - ISNN 2012, Lecture Notes in Computer Science, vol.7368, Edited by J. Wang, G. Yen, and M. Polycarpou, Berlin: Springer-Verlag, 2012.)
  35. Z. Wang and D. Liu, "Data-based approach for the control of a class of nonlinear affine systems," Proc. 2012 World Congress on Intelligent Control and Automation, Beijing, China, July 2012, pp.2722-2727.
  36. D. Liu and Q. Wei, "A new optimal control method for discrete-time nonlinear systems with approximation error," Proc. 2012 World Congress on Intelligent Control and Automation, Beijing, China, July 2012, pp.185-190.
  37. D. Wang, D. Liu, and H. Li, "Finite-horizon neural optimal tracking control for a class of nonlinear systems with unknown dynamics," Proc. 2012 World Congress on Intelligent Control and Automation, Beijing, China, July 2012, pp.138-143.
  38. D. Liu, H. Li, and Q. Wei, "H-infinity control of unknown discrete-time nonlinear systems with control constraints using adaptive dynamic programming," Proc. International Joint Conference on Neural Networks, Brisbane, Australia, June 2012, pp.3056-3061.
  39. Q. Wei and D. Liu, "Adaptive dynamic programming with stable value iteration algorithm for discrete-time nonlinear systems," Proc. International Joint Conference on Neural Networks, Brisbane, Australia, June 2012, pp.1070-1075.
  40. T. Huang and D. Liu, "Residential energy system control and management using adaptive dynamic programming," Proc. International Joint Conference on Neural Networks, San Jose, CA, July 2011, pp.119-124.
  41. Q. Wei and D. Liu, "Optimal control for discrete-time nonlinear systems with unknown initial dynamics using adaptive dynamic programming," Proc. International Joint Conference on Neural Networks, San Jose, CA, July 2011, pp.61-67.
  42. D. Wang, D. Liu, and D. Zhao, "Neural-network-based optimal control for a class of nonlinear discrete-time systems with control constraints using the iterative GDHP algorithm," Proc. International Joint Conference on Neural Networks, San Jose, CA, July 2011, pp.53-60.
  43. Q.Wei and D. Liu, "Nonlinear multi-person zero-sum differential games using iterative adaptive dynamic programming," Proc. 2011 Chinese Control Conference, Yantai, China, July 2011, pp.2456-2461.
  44. D.Wang, D. Liu, and Q.Wei, "Adaptive dynamic programming for finite-horizon optimal tracking control of a class of nonlinear systems," Proc. 2011 Chinese Control Conference, Yantai, China, July 2011, pp.2450-2455.
  45. N. Dong, D. Liu, and Z. Chen, "Data based predictive control using neural networks and stochastic approximation," Proc. 2011 International Conference on Modelling, Identification and Control, Shanghai, China, June 2011, pp.256-260.
  46. D.Wang and D. Liu, "Optimal control for a class of unknown nonlinear systems via the iterative GDHP algorithm," Proc. 8th International Symposium on Neural Networks, Guilin, China, May 2011, pp. 630-639. (See Advances in Neural Networks - ISNN 2011, Lecture Notes in Computer Science, vol. 6676, Edited by D. Liu, H. Zhang, M. Polycarpou, C. Alippi, and H. He, Berlin: Springer-Verlag, 2011.)
  47. Q. Wei, D. Wang, and D. Liu, "Finite horizon optimal tracking control for a class of discretetime nonlinear systems," Proc. 8th International Symposium on Neural Networks, Guilin, China, May 2011. pp.620ĘC629. (See Advances in Neural Networks - ISNN 2011, Lecture Notes in Computer Science, vol. 6676, Edited by D. Liu, H. Zhang, M. Polycarpou, C. Alippi, and H. He, Berlin: Springer-Verlag, 2011.)
  48. D. Liu, D. Wang, and D. Zhao, "Adaptive dynamic programming for optimal control of unknown nonlinear discrete-time systems," Proc. 2011 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, Paris, France, Apr. 2011, pp.242-249.
  49. D. Liu and Q. Wei, "Adaptive dynamic programming for a class of discrete-time non-affine nonlinear systems with time-delays," Proc. 2010 International Joint Conference on Neural Networks, Barcelona, Spain, July 2010, pp.1-6.
  50. Z. Liu, H. Zhang, and D. Liu, "Adaptive tracking control of a class of nonlinear time-delay systems with NN actuator saturation compensation," Proc. 2010 World Congress on Intelligent Control and Automation, Jinan, China, July 2010, pp.5115-5120.
  51. F. Tan, D. Liu, and X. Guan, "Output synchronization of multiple mobile agents," Proc. 2010 IEEE International Conference on Networking, Sensing and Control, Chicago, IL, Apr. 2010, pp.325-330.
  52. Q. Wei and D. Liu, "An iterative ADP approach for solving a class of nonlinear zero-sum differential games," Proc. 2010 IEEE International Conference on Networking, Sensing and Control, Chicago, IL, Apr. 2010, pp.279-285.
  53. Q. Kang, L. Wang, D. Liu, and Q. Wu, "Parameter approximate dynamic optimization for PSO systems," Proc. 49th IEEE Conference on Decision and Control, Shanghai, China, Dec. 2009, pp.5003-5008.
  54. T. Ma, H. Zhang, D. Liu, and Z. Wang "A novel LMI approach to global impulsive exponential synchronization of chaotic delayed neural networks," Proc. 49th IEEE Conference on Decision and Control, Shanghai, China, Dec. 2009, pp.626-631.
  55. H. Javaherian, T. Huang, and D. Liu, "A biologically inspired adaptive nonlinear control strategy for applications to powertrain control," Proc. 2009 IEEE International Conference on Systems, Man, and Cybernetics, San Antonio, TX, Oct. 2009, pp.2007-2013.
  56. J. Yang, H. Zhang, and D. Liu, "A novel control scheme for a class of nonlinear systems with time delays based on fuzzy hyperbolic model," Proc. 2009 IEEE International Conference on Fuzzy Systems, Jeju Island, Korea, Aug. 2009, pp.1745-1750.
  57. J. Liu, X. Li, H Zhang, and D. Liu, "Noise reduction for oil pipeline pressure time series based on wavelet filtering technology," Proc. 2009 IEEE International Conference on Automation and Logistics, Shenyang, China, Aug. 2009, pp.1507-1512.
  58. J. Fu, H. Zhang, D. Liu, and X. Xie, "Delay-dependent passivity analysis of a class of uncertain stochastic recurrent neural networks," Proc. 2009 IEEE International Conference on Automation and Logistics, Shenyang, China, Aug. 2009, pp.675-680.
  59. F. Tan, D. Liu, and X. Guan, "Consensus value of multi-agent networked systems with time-delay," Proc. 2009 IEEE Conference on Service Operations, Logistics and Informatics, Chicago, IL, July 2009, pp.179-184.
  60. D. Liu and N. Jin, "Adaptive dynamic programming for discrete-time systems with infinite horizon and epsilon error bound in the performance cost," Proc. 2009 International Joint Conference on Neural Networks, Atlanta, GA, June 2009, pp.1849-1854.
  61. X. Yu, L. Liu, S. Yang, X. Zhong, and D. Liu, "Misfire detection based on engine speed using wavelet," Proc. 2009 IEEE Intelligent Vehicle Symposium, Xi'An, China, June 2009, pp.833-837.
  62. Z. Wang, H. Zhang, and D. Liu, "LMI-based global asymptotic stability criterion for recurrent neural networks with infinite distributed delays," Proc. 2009 International Symposium on Neural Networks, Wuhan, China, May 2009.
  63. X. Zhang, H. Zhang, and D. Liu, "Neural-network-based reinforcement learning controller for nonlinear systems with non-symmetric dead-zone inputs," Proc. 2009 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, Nashiville, TN, Mar. 2009, pp.124-129.
  64. L. Cui, H. Zhang, and D. Liu, "Constrained optimal control of affine nonlinear discrete-time systems using the GHJB method," Proc. 2009 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, Nashiville, TN, Mar. 2009, pp.16-21.
  65. X. Xie, H, Zhang, and D. Liu, "Non-quadratic stabilization of discrete-time 2-D T-S fuzzy systems based on new relaxed conditions," Proc. 2009 IEEE International Conference on Networking, Sensing and Control, Okayama, Japan, Mar. 2009, pp.924-929.
  66. N. Jin, D. Liu, and Y. Ma, "Adaptive dynamic programming algorithm for discrete-time systems with epsilon error bound and discount factor in the performance cost," Proc. 2009 IEEE International Conference on Networking, Sensing and Control, Okayama, Japan, Mar. 2009, pp.189-194.
  67. Q. Wei, D. Liu, and H. Zhang, "Adaptive dynamic programming for a class of nonlinear control systems with general separable performance index," Proc. 5th International Symposium on Neural Networks, Beijing, China, Sept. 2008, vol.2, pp.128-137. (See Advances in Neural Networks - ISNN 2008, Lecture Notes in Computer Science, vol.5264, Edited by F. Sun, J. Zhang, Y. Tan, J. Cao, and W. Yu, Berlin: Springer-Verlag, 2008.)
  68. X. Lin, S. Lei, C. Song, S. Song, and D. Liu, "ADHDP for the pH value control in the clarifying process of sugar cane juice," Proc. 5th International Symposium on Neural Networks, Beijing, China, Sept. 2008, vol.1, pp.796-805. (See Advances in Neural Networks - ISNN 2008, Lecture Notes in Computer Science, vol.5263, Edited by F. Sun, J. Zhang, Y. Tan, J. Cao, and W. Yu, Berlin: Springer-Verlag, 2008.)
  69. N. Jin and D. Liu, "Discrete-time epsilon-adaptive dynamic programming algorithm using neural networks," Proc. 23rd IEEE International Symposium on Intelligent Control, San Antonio, TX, Sept. 2008, pp.1085-1090.
  70. L. Cheng, Z.-G. Hou, M. Tan, D. Liu, and A.-M. Zou, "Multi-agent based adaptive consensus control for multiple manipulators with kinematic uncertainties," Proc. 23rd IEEE International Symposium on Intelligent Control, San Antonio, TX, Sept. 2008, pp.189-194.
  71. Z. Song, H. Zhang, and D. Liu, "An adaptive control method for a class of uncertain nonlinear systems with ferromagnetic hysteresis nonlinearity," Proc. 27th Chinese Control Conference, Kunming, China, July 2008, pp.24-28.
  72. T. Ma, H. Zhang, and D. Liu, "Robust impulsive synchronization for a class of unified chaotic systems with parameter uncertainty," Proc. 17th IFAC Triennial World Congress, Seoul, Korea, July 2008, pp.15114-15118.
  73. T. Huang, D. Liu, H, Javaherian, and N. Jin, "Neural sliding-mode control of engine torque," Proc. 17th IFAC Triennial World Congress, Seoul, Korea, July 2008, pp.9453-9458.
  74. Z. Liu, H. Zhang, and D. Liu, "Novel delay-dependent exponential stability of a class of fuzzy cellular neural networks with time-varying delays," Proc. 17th IFAC Triennial World Congress, Seoul, Korea, July 2008, pp.2472-2477.
  75. Y. Zhao, D. Liu, and H. Zhang, "T-S fuzzy modeling and control for a class of chaotic (hyperchaotic) systems with uncertain parameters," Proc. 7th World Congress on Intelligent Control and Automation, Chongqing, China, June 2008, pp.19-23.
  76. D. Liu and N. Jin, "epsilon-adaptive dynamic programming for discrete-time systems," Proc. 2008 International Joint Conference on Neural Networks, Hong Kong, June 2008, pp.1417-1424.
  77. Z. Pang and D. Liu, "Seizure prediction using a dynamic model with hidden variable," Proc. 2nd International Conference on Bioinformatics and Biomedical Engineering, Shanghai, China, May 2008, pp.506-509.
  78. J. Ma, T. Yang, Z.-G. Hou, M. Tan, and D. Liu, "Dual heuristic programming based neurocontroller for vibration isolation control," Proc. 2008 IEEE International Conference on Networking, Sensing and Control, Sanya, China, Apr. 2008, pp.874-879.
  79. D. Liu and Z. Pang, "Epileptic seizures predicted by modified particle filters," Proc. 2008 IEEE International Conference on Networking, Sensing and Control, Sanya, China, Apr. 2008, pp.351-356.
  80. F. Tan, X. Guan, and D. Liu, "The consensus protocol for multi-agent systems based on the algebraic connectivity," Proc. 2008 IEEE International Conference on Networking, Sensing and Control, Sanya, China, Apr. 2008, pp.310-313.
  81. N. Jin, D. Liu, Z. Pang, and T. Huang, "Wavelet basis function neural networks," Proc. 2007 International Joint Conference on Neural Networks, Orlando, FL, Aug. 2007, pp.500-505.
  82. X. Lin, Z. Zhang, and D. Liu, "Temperature control in precalcinator with dual heuristic dynamic programming," Proc. 2007 International Joint Conference on Neural Networks, Orlando, FL, Aug. 2007, pp.344-349.
  83. Z. Pang, D. Liu, N. Jin, and Z. Wang, "Neural network strategy for sampling of particle filter on the tracking problem," Proc. 2007 International Joint Conference on Neural Networks, Orlando, FL, Aug. 2007, pp.254-259.
  84. Z. Pang, D. Liu, and S. Lloyd, "Classification of obstructive sleep apnea by neural networks," Proc. International Symposium on Neural Networks, Nanjing, China, June 2007, vol.2, pp.1299-1308. (See Advances in Neural Networks - ISNN 2007, Lecture Notes in Computer Science, vol.4492, Edited by D. Liu, S. Fei, Z. Hou, and H. Zhang, Berlin: Springer-Verlag, 2007.)
  85. H. Zhang, Q. Wei, and D. Liu, "On-line learning control for discrete nonlinear systems via an improved ADDHP method," Proc. International Symposium on Neural Networks, Nanjing, China, June 2007, vol.1, pp.387-396. (See Advances in Neural Networks - ISNN 2007, Lecture Notes in Computer Science, vol.4491, Edited by D. Liu, S. Fei, Z. Hou, and H. Zhang, Berlin: Springer-Verlag, 2007.)
  86. J. Lu and D. Liu, "A brief overview of the complex biological and engineering networks," Proc. 2007 IEEE International Symposium on Circuits and Systems, New Orleans, LA, May 2007, pp.2634-2637.
  87. H. Guan, H. Zhang, Z. Wang, and D. Liu, "Global asymptotic stability of recurrent neural networks with time varying delays," Proc. 2007 IEEE International Symposium on Circuits and Systems, New Orleans, LA, May 2007, pp.1005-1008.
  88. C. Sun, H. Liang, L. Li, and D. Liu, "Clustering with a weighted sum validity function using a niching PSO algorithm," Proc. 2007 IEEE International Conference on Networking, Sensing and Control, London, UK, Apr. 2007, pp.368-373.
  89. N. Jin, D. Liu, T. Huang, and Z. Pang, "Discrete-time adaptive dynamic programming using wavelet basis function neural networks," Proc. 2007 IEEE International Symposium on Approximate Dynamic Programming and Reinforcement Learning, Honolulu, HI, Apr. 2007, pp.135-142.
  90. D. Zhao, J. Yi, and D. Liu, "Particle swarm optimized adaptive dynamic programming," Proc. 2007 IEEE International Symposium on Approximate Dynamic Programming and Reinforcement Learning, Honolulu, HI, Apr. 2007, pp.32-37.
  91. D. Liu and N. Jin, "Finite horizon discrete-time approximate dynamic programming," Proc. 21st IEEE International Symposium on Intelligent Control, Munich, Germany, Oct. 2006, pp.446-451.
  92. C. Sun, L. Li, and D. Liu, "A weighted sum validity function for clustering with BPSO algorithm," Proc. 25th Chinese Control Conference, Harbin, China, Aug. 2006, pp.1830-1834.
  93. H. Javaherian, D. Liu, and O. Kovalenko, "Automotive engine torque and air-fuel ratio control using dual heuristic dynamic programming," Proc. 2006 International Joint Conference on Neural Networks, Vancouver, Canada, July 2006, pp.518-525.
  94. X. Liu, H. Zhang, and D. Liu, "Decentralized H-infinity control of fuzzy large-scale systems," Proc. 2006 IEEE International Conference on Fuzzy Systems, Vancouver, Canada, July 2006, pp.1924-1931.
  95. J. Feng, H. Zhang, T. Zhang, and D. Liu, "Detection algorithm and application based on work status evaluator," Proc. 6th World Congress on Intelligent Control and Automation, Dalian, China, June 2006, pp.5479-5482.
  96. Q. Gong, H. Zhang, C. Song, and D. Liu, "Disturbance decoupling control of a class of nonlinear time-delay systems," Proc. 6th World Congress on Intelligent Control and Automation, Dalian, China, June 2006, pp.878-882.
  97. J. Yang, D. Liu, J. Feng, H. Zhang, "Controller design for a class of nonlinear systems based on fuzzy hyperbolic model," Proc. 6th World Congress on Intelligent Control and Automation, Dalian, China, June 2006, pp.873-877.
  98. H. Zhang, Y. Luo, and D. Liu, "A new fuzzy identification method based on adaptive critic designs," Proc. 3rd International Symposium on Neural Networks, Chengdu, China, May 2006, vol.1, pp.804-809. (See Advances in Neural Networks - ISNN 2006, Lecture Notes in Computer Science, vol.3971, Edited by J. Wang, Z. Yi, J. M. Zurada, B.-L. Lu, and H. Yin, Berlin: Springer-Verlag, 2006.)
  99. S. Hu, D. Liu, and J. Wang, "Sequential blind extraction of instantaneous mixtures with arbitrary rank," Proc. IEEE International Symposium on Circuits and Systems, Island of Kos, Greece, May 2006, pp.4551-4554.
  100. G. Wang, H. Zhang, and D. Liu, "Global exponential stability of generalized neural networks with time-varying delays," Proc. IEEE International Symposium on Circuits and Systems, Island of Kos, Greece, May 2006, pp.743-746.
  101. Y. Wang, H. Zhang, S. Hu, and D. Liu, "Delay-dependent guaranteed cost control for uncertain stochastic fuzzy systems with time-delay," Proc. 2006 IEEE International Conference on Networking, Sensing and Control, Ft. Lauderdale, FL, Apr. 2006, pp.532-537.
  102. G. Zhai, X. Xu, H. Lin, and D. Liu, "An extension of Lie algebraic stability analysis for switched systems with continuous-time and discrete-time subsystems," Proc. 2006 IEEE International Conference on Networking, Sensing and Control, Ft. Lauderdale, FL, Apr. 2006, pp.362-367.
  103. A.-M. Zou, Z.-G. Hou, M. Tan, and D. Liu, "Vision-guided mobile robot navigation," Proc. 2006 IEEE International Conference on Networking, Sensing and Control, Ft. Lauderdale, FL, Apr. 2006, pp.209-213.
  104. A.-M. Zou, Z.-G. Hou, M. Tan, and D. Liu, "Path planning for mobile robots using straight lines," Proc. 2006 IEEE International Conference on Networking, Sensing and Control, Ft. Lauderdale, FL, Apr. 2006, pp.204-208.
  105. G. Tu, C. Zhang, Y. Zhang, and D. Liu, "Architecture of next generation network with information sharing," Proc. 2006 IEEE International Conference on Networking, Sensing and Control, Ft. Lauderdale, FL, Apr. 2006, pp.125-130.
  106. M. Zhang, H. Zhang, and D. Liu, "Robust adaptive fuzzy output control for nonlinear uncertain systems," Proc. 44th IEEE Conference on Decision and Control, Seville, Spain, Dec. 2005, pp.7846-7851.
  107. Y. Cai and D. Liu, "An orthogonal array optimization for the economic dispatch with nonsmooth cost functions," Proc. 44th IEEE Conference on Decision and Control, Seville, Spain, Dec. 2005, pp.1264-1269.
  108. D. Liu and H. Zare, "A new technique for WCDMA downlink interference cancellation," Proc. International Conference on Wireless Communications, Networking and Mobile Computing, Wuhan, China, Sept. 2005, pp.583-586.
  109. X. Xiong, D. Liu, and H. Zhang, "A self-organizing neural network approach for the identification of motifs with insertions and deletions in protein sequence," Proc. International Joint Conference on Neural Networks, Montreal, Canada, July 2005, pp.292-297.
  110. Y. Wang, H. Zhang, and D. Liu, "Stability analysis of uncertain fuzzy stochastic systems," Proc. Chinese Control Conference, Guangzhou, China, July 2005, pp.1132-1136.
  111. S. Lun, H. Zhang, and D. Liu, "Fuzzy H-infinity filtering of discrete-time nonlinear systems with multiple time delays," Proc. 20th IEEE International Symposium on Intelligent Control, Limassol, Cyprus, June 2005, pp.1023-1028.
  112. H. Zhang, C. Ji, and D. Liu, "Robust stability analysis of a class of Hopfield neural networks with multiple delays," Proc. International Symposium on Neural Networks, Chongqing, China, May 2005, vol.2, pp.209-214. (See Advances in Neural Networks - ISNN 2005, Lecture Notes in Computer Science, vol.3496, Edited by J. Wang, X. Liao, and Z. Yi, Berlin: Springer-Verlag, 2005.)
  113. H. Zhang, Z. Wang, and D. Liu, "Exponential stability analysis of neural networks with multiple time delays," Proc. International Symposium on Neural Networks, Chongqing, China, May 2005, vol.2, pp.142-148. (See Advances in Neural Networks - ISNN 2005, Lecture Notes in Computer Science, vol.3496, Edited by J. Wang, X. Liao, and Z. Yi, Berlin: Springer-Verlag, 2005.)
  114. S. Hu, D. Liu, and H. Zhang, "Gradient-based methods for simultaneous blind separation of mixed source signals," Proc. IEEE International Symposium on Circuits and Systems, Kobe, Japan, May 2005, pp.5690-5693.
  115. Z. Wang, H. Zhang, and D. Liu, "Chaotification of nonlinear systems described by the fuzzy hyperbolic model," Proc. IEEE International Symposium on Circuits and Systems, Kobe, Japan, May 2005, pp.3387-3390.
  116. G. Zhai, D. Liu, J. Imae, and T. Kobayashi, "Stability analysis for switched systems with continuous-time and discrete-time subsystemas: A Lie algebraic approach," Proc. IEEE International Symposium on Circuits and Systems, Kobe, Japan, May 2005, pp.3183-3186.
  117. D. Liu, X. Xiong, and B. DasGupta, "A self-organizing neural network structure for motif identification in DNA sequences," Proc. IEEE International Conference on Networking, Sensing and Control, Tucson, AZ, Mar. 2005, pp.129-134.
  118. G. Tu, D. Liu, and C. Zhang, "A new compression algorithm for medical images using wavelet transform," Proc. 2005 IEEE International Conference on Networking, Sensing and Control, Tucson, AZ, Mar. 2005, pp.84-89.
  119. Z. Wang, H. Zhang, and D. Liu, "Anticontrol of the fuzzy hyperbolic model," Proc. 43rd IEEE Conference on Decision and Control, Paradise Island, Bahamas, Dec. 2004, pp.2053-2058.
  120. S. Lun, H. Zhang, and D. Liu, "Fuzzy hyperbolic H-infinity filter design for a class of nonlinear continuous-time dynamic systems," Proc. 43rd IEEE Conference on Decision and Control, Paradise Island, Bahamas, Dec. 2004, pp.225-230.
  121. D. Liu and Y. Cai, "Orthogonal array optimization method for multiuser detection in DS-CDMA systems," Proc. IEEE Vehicular Technology Conference, Los Angeles, CA, Sept. 2004, pp.1885-1889.
  122. D. Liu and H. Zare, "Partial parallel interference cancellation for CDMA systems employing antenna arrays," Proc. IEEE Vehicular Technology Conference, Los Angeles, CA, Sept. 2004, pp.684-688.
  123. O. Kovalenko, D. Liu, and H. Javaherian, "Neural network modeling and adaptive critic control of automotive fuel-injection systems," Proc. 19th IEEE International Symposium on Intelligent Control, Taipei, Taiwan, Sept. 2004, pp.368-373. (Invited paper)
  124. C. Sun, D. Liu, and C.-B. Feng, "A new condition for the global robust exponential periodicity of interval neural networks with delays," Proc. International Joint Conference on Neural Networks, Budapest, Hungary, July 2004, pp.201-206.
  125. M. Zhang, H. Zhang, and D. Liu, "A generalized fuzzy hyperbolic modeling and control scheme," Proc. IEEE International Conference on Fuzzy Systems, Budapest, Hungary, July 2004, pp.1203-1207.
  126. J. Feng, H. Zhang, and D. Liu, "Applications of fuzzy decision-making in pipeline leak localization," Proc. IEEE International Conference on Fuzzy Systems, Budapest, Hungary, July 2004, pp.599-603.
  127. H. Liang, H. Zhang, and D. Liu, "Roughness of fuzzy sets based on two new operators," Proc. IEEE International Conference on Fuzzy Systems, Budapest, Hungary, July 2004, pp.583-586.
  128. H. Javaherian, D. Liu, Y. Zhang, and O. Kovalenko, "Adaptive critic learning techniques for automotive engine control," Proc. American Control Conference, Boston, MA, June 2004, pp.4066-4071.
  129. D. Liu and H. Zare, "An interference immune modulation and demodulation technique for the downlink of spread spectrum communication systems," Proc. International Conference on Communications, Circuits and Systems, Chengdu, China, June 2004, pp.131-134.
  130. D. Liu, Y. Cai, and G. Tu, "A new coding scheme for packets in CDMA-based wireless ad hoc networks," Proc. International Conference on Communications, Circuits and Systems, Chengdu, China, June 2004, pp.121-125.
  131. D. Liu and S. Hu, "Sequential blind extraction of mixed source signals with guaranteed convergence," Proc. IEEE International Symposium on Circuits and Systems, Vancouver, Canada, May 2004, vol.5, pp.25-28.
  132. D. Liu and S. Hu, "Simultaneous blind separation of mixed source signals," Proc. 38th Annual Conference on Information Sciences and Systems, Princeton University, Princeton, NJ, Mar. 2004, pp.1066-1071.
  133. Y. Zhang and D. Liu, "Call admission control for CDMA cellular networks using adaptive critic designs," Proc. 18th IEEE International Symposium on Intelligent Control, Houston, TX, Oct. 2003, pp.511-516. (Invited paper)
  134. C. Sun, D. Liu, and C.-B. Feng, "New results on exponential periodicity of delayed neural networks," Proc. International Joint Conference on Neural Networks, Portland, OR, July 2003, pp.902-907.
  135. D. Liu and S. Hu, "Output convergence analysis of continuous-time recurrent neural networks," Proc. IEEE International Symposium on Circuits and Systems, Bangkok, Thailand, May 2003, vol.3, pp.466-469. (Invited paper)
  136. D. Liu and Y. Zhang, "A self-learning adaptive critic approach for call admission control in wireless cellular networks," Proc. IEEE International Conference on Communications, Anchorage, AK, May 2003, pp.1853-1857.
  137. D. Liu, "Neural network-based adaptive critic designs for self-learning control," Proc. 9th International Conference on Neural Information Processing, Singapore, Nov. 2002, pp.1252-1256. (Invited paper)
  138. D. Liu and Y. Zhang, "Call admission control algorithms for DS-CDMA cellular networks supporting multimedia services," Proc. IEEE Conference on Multimedia and Expo, Lausanne, Switzerland, Aug. 2002, pp.33-36.
  139. D. Liu and Y. Zhang, "An adaptive call admission control algorithm for SIR-based power-controlled integrated services CDMA cellular networks," Proc. International Conference on Telecommunications, Beijing, China, June 2002, pp.610-638.
  140. D. Liu and Y. Zhang, "A new learning control approach suitable for problems with finite action space," Proc. International Conference on Control and Automation, Xiamen, China, June 2002, pp.1669-1673.
  141. D. Liu, "Learning control of failure avoidance problems with known analytical form of cost function," Proc. 4th World Congress on Intelligent Control and Automation, Shanghai, China, June 2002, pp.950-954.
  142. A. Molchanov and D. Liu, "Criteria for asymptotic stability of a class of discrete systems with multiple independent variables," Proc. 2002 IEEE Symposium on Circuits and Systems, Phoenix, AZ, May 2002, vol.1, pp.245-248.
  143. D. Liu, "Adaptive critic designs for problems with known analytical form of cost function," Proc. International Joint Conference on Neural Networks, Honolulu, HI, May 2002, pp.1808-1813.
  144. D. Liu and A. Molchanov, "Applications of robust stability results to the analysis of multidimensional discrete-time systems," Proc. IEEE Conference on Decision and Control, Orlando, FL, Dec. 2001, pp.3619-3624.
  145. A. Molchanov and D. Liu, "Necessary and sufficient conditions for robust absolute stability of nonlinear continuous-time systems," Proc. IEEE Conference on Decision and Control, Orlando, FL, Dec. 2001, pp.45-50.
  146. Y. Zhang and D. Liu, "An adaptive algorithm for call admission control in wireless networks," Proc. IEEE Global Communications Conference, San Antonio, TX, Nov. 2001, pp.3628-3632.
  147. D. Liu and Y. Cai, "A heuristic approach for measurement-based admission control with variable-size window," Proc. IEEE Global Communications Conference, San Antonio, TX, Nov. 2001, pp.2537-2541.
  148. D. Liu, T.-S. Chang, and Y. Zhang, "A new learning algorithm for feedforward neural networks," Proc. IEEE 16th International Symposium on Intelligent Control, Mexico City, Mexico, Sept. 2001, pp.39-44.
  149. D. Liu and Y. Zhang, "Adaptive guard channel assignment for cellular networks," Proc. IEEE CAS Workshop on Wireless Communications and Networking, Notre Dame, IN, Aug. 2001, pp.268-273.
  150. D. Liu, "Open-loop training of recurrent neural networks for nonlinear dynamical system identification," Proc. International Joint Conference on Neural Networks, Washington, DC, July 2001, pp.1215-1220.
  151. D. Liu, X. Xiong, and Y. Zhang, "Action-dependent adaptive critic designs," Proc. International Joint Conference on Neural Networks, Washington, DC, July 2001, pp.990-995.
  152. D. Liu and A. Molchanov, "Robust stability of a class of nonlinear time-varying discrete systems," Proc. 2001 IEEE International Symposium on Circuits and Systems, Sydney, Australia, May 2001, vol.3, pp.557-560.
  153. D. Liu, M. E. Hohil, and S. H. Smith, "A linear programming approach for solving the N-bit parity problem using neural networks," Proc. Conference on Aritificial Neural Networks in Engineering, St. Louis, MO, Nov. 2000, pp.203-208. (See Smart Engineering System Design: Neural Networks, Fuzzy Logic, Evolutionary Programming, Data Mining, and Complex Systems, vol.10, Edited by C. H. Dagli, A. L. Buczak, J. Ghosh, M. J. Embrechts, O. Ersoy, and S. Kercel, New York: ASME Press, 2000.)
  154. D. Liu and E. I. Sara, "A new traffic model for MPEG encoded videos in ATM networks," Proc. 9th International Conference on Computer Communications and Networks, Las Vegas, NV, Oct. 2000, pp.258-263.
  155. S. Ledesma and D. Liu, "A fast method for generating self-similar network traffic," Proc. 2000 International Conference on Communication Technologies, Beijing, China, Aug. 2000, pp.54-61.
  156. D. Liu and S. Ledesma, "Generating self-similar network traffic through fractional Gaussian noise power spectrum synthesis," Proc. 34th Annual Conference on Information Sciences and Systems, Princeton University, Princeton, NJ, Mar. 2000, pp.TP2.1-TP2.6.
  157. D. Liu and H. D. Patino, "Adaptive critic designs for self-learning ship steering control," Proc. 14th IEEE International Symposium on Intelligent Control, Cambridge, MA, Sept. 1999, pp.46-51.
  158. D. Liu and H. D. Patino, "A self-learning ship steering controller based on adaptive critic designs," Proc. IFAC Triennial World Congress, Beijing, China, July 1999, vol.J, pp.367-372.
  159. I. Salih, S. H. Smith, and D. Liu, "Design of bidirectional associative memories based on the perceptron training technique," Proc. 1999 IEEE International Symposium on Circuits and Systems, Orlando, FL, May 1999, vol.5, pp.355-358.
  160. D. Liu, Y. Kong, and E. G. Luxford, "An adaptive critic approach for self-learning stock trading," Proc. IEEE/IAFE/INFORMS Conference on Computational Intelligence for Financial Engineering, New York, NY, Mar. 1999, pp.271-280.
  161. D. Liu and E. I. Sara, "Modeling of MPEG video traffic in ATM networks," Proc. 33rd Annual Conference on Information Sciences and Systems, Johns Hopkins University, Baltimore, MD, Mar. 1999, pp797-802.
  162. Z. Lu and D. Liu, "Design of cellular neural networks with space-invariant cloning template," Proc. 1998 IEEE International Symposium on Circuits and Systems, Monterey, CA, vol.3, May 1998, pp.215-218.
  163. M. E. Hohil, D. Liu, and S. H. Smith, "N-bit parity networks: A simple solution," Proc. 32nd Annual Conference on Information Sciences and Systems, Princeton University, Princeton, NJ, Mar. 1998, pp.695-700.
  164. I. Salih, S. H. Smith, and D. Liu, "Bidirectional associative memory design based on the perceptron training algorithm," Proc. 32nd Annual Conference on Information Sciences and Systems, Princeton University, Princeton, NJ, Mar. 1998, pp.689-694.
  165. D. Liu and Z. Lu, "Some properties for improved information storage and retrieval in Hopfield-type neural networks," Proc. 36th IEEE Conference on Decision and Control, San Diego, CA, Dec. 1997, pp.486-491.
  166. D. Liu and Z. Lu, "Associative memory design via perceptron learning," Proc. 1997 International Conference on Neural Networks, Houston, TX, June 1997, pp.1172-1177.
  167. D. Liu and Z. Lu, "Neural networks with connection constraints for improving information storage and retrieval," Proc. 31st Annual Conference on Information Sciences and Systems, Johns Hopkins University, Baltimore, MD, Mar. 1997, pp.534-539.
  168. D. Liu, "Stability analysis of two-dimensional nonlinear systems using Lyapunov's second method," Proc. 35th IEEE Conference on Decision and Control, Kobe, Japan, Dec. 1996, pp.574-579.
  169. D. Liu, "Feedback neural nets for associative memories-An overview and some new results," Proc. 11th IEEE International Symposium on Intelligent Control, Dearborn, MI, Sept. 1996, pp.474-479.
  170. A. N. Michel and D. Liu, "Theory and applications of sparsely interconnected feedback neural networks," Proc. 1995 International Conference on Neural Networks, Perth, Australia, Nov. 1995, pp.1070-1075. (Invited paper)
  171. D. Liu and A. N. Michel, "Asymptotic stability of systems with partial state saturation nonlinearities," Proc. 33rd IEEE Conference on Decision and Control, Lake Buena Vista, FL, Dec. 1994, pp.1311-1316.
  172. A. N. Michel, D. Liu, and K. Wang, "Stability and stabilizability of a class of systems with state saturation and parameter uncertainties," Proc. 1994 American Control Conference, Baltimore, MD, June 1994, pp.231-235.
  173. D. Liu and A. N. Michel, "Sparsely interconnected neural networks - Theory and applications," Proc. 2nd IEEE Mediterranean Symposium on New Directions in Control and Automation, Chania, Crete, Greece, June 1994, pp.32-39.
  174. D. Liu and A. N. Michel, "Robustness analysis and design of sparsely interconnected neural networks," Proc. 32nd IEEE Conference on Decision and Control, San Antonio, TX, Dec. 1993, pp.3676-3681.
  175. D. Liu and A. N. Michel, "Analysis and synthesis of sparsely connected feedback neural networks," Proc. 32nd IEEE Conference on Decision and Control, San Antonio, TX, Dec. 1993, pp.3251-3252.
  176. K. Wang, A. N. Michel, and D. Liu, "Necessary and sufficient conditions for the stability of interval matrices," Proc. 32nd IEEE Conference on Decision and Control, San Antonio, TX, Dec. 1993, pp.2014-2019.
  177. D. Liu, A. N. Michel, and K. Wang, "Stability analysis of systems with state saturation and parameter uncertainties," Proc. 31st Annual Allerton Conference on Communication, Control, and Computing, University of Illinois at Urbana-Champaign, Urbana, IL, Sept. 1993, pp.1056-1057.
  178. D. Liu and A. N. Michel, "Robustness analysis of a class of neural networks," Proc. 36th Midwest Symposium on Circuits and Systems, Detroit, MI, Aug. 1993, pp.1077-1080.
  179. D. Liu and A. N. Michel, "Sparsely interconnected neural networks for associative memories," Proc. International Workshop on Artificial Neural Networks, Sitges, Spain, June 1993, pp.155-160. (See New Trends in Neural Computation, Lecture Notes in Computer Science, vol.686, Edited by J. Mira, J. Cabestany, and A. Prieto, Berlin: Springer-Verlag, 1993.)
  180. D. Liu and A. N. Michel, "Analysis and synthesis of a class of neural networks with sparse interconnections," Proc. 1993 IEEE International Symposium on Circuits and Systems, Chicago, IL, May 1993, pp.2596-2599.
  181. D. Liu and A. N. Michel, "Asymptotic stability of two-dimensional digital filters with overflow nonlinearities," Proc. 1993 IEEE International Symposium on Circuits and Systems, Chicago, IL, May 1993, pp.575-578.
  182. D. Liu and A. N. Michel, "Asymptotic stability of discrete-time systems with saturation nonlinearities," Proc. 31st IEEE Conference on Decision and Control, Tucson, AZ, Dec. 1992, pp.3440-3445.
  183. D. Liu and A. N. Michel, "Asymptotic stability of fixed-point digital filters using generalized overflow arithmetic," Proc. 30th Annual Allerton Conference on Communication, Control, and Computing, University of Illinois at Urbana-Champaign, Urbana, IL, Sept. 1992, pp.485-494.
  184. D. Liu "Positive invariance of symmetric polyhedral sets for continuous-time linear systems with applications," Proc. 30th Annual Allerton Conference on Communication, Control, and Computing, University of Illinois at Urbana-Champaign, Urbana, IL, Sept. 1992, pp.73-82.
  185. Z. Ye, Y. Liu, and D. Liu, "Control of crane drives to avoid swing," Proc. 2nd International Conference on Electrical Drives, Poiana Brasov, Romania, Sept. 1988 (plenary talk).
  186. D. Liu and Z. Ye, "Discrete-time model reference adaptive control systems," Proc. Annual Conference on Control Theory and Applications, Hunan, China, Sept. 1987, pp.349-352.


Author: Derong Liu Established: September 19, 1995