Derong Liu's List of Journal Papers

1. T. Huang, H. Javaherian, and D. Liu, "Nonlinear torque and air-to-fuel ratio control of spark ignition engines using neuro-sliding mode technique," International Journal of Neural Systems, submitted and under review.
2. H. Zhang, Q. Wei, and D. Liu, "An iterative adaptive dynamic programming method for solving a class of nonlinear zero-sum differential games," Automatica, accepted for publication.
3. F. Y. Wang, N. Jin, D. Liu, and Q. Wei, "Adaptive dynamic programming for finite horizon optimal control of discrete-time nonlinear systems with epsilon-error bound," IEEE Transactions on Neural Networks, accepted for publication.
4. C. Song, J. Ye, D. Liu, and Q. Kang, "Generalized receding horizon control of fuzzy systems based on numerical optimization algorithm," IEEE Transactions on Fuzzy Systems, vol.17, no.6, pp.1336-1352, Dec. 2009.
5. H. Zhang, Y. Luo, and D. Liu, "Neural-network-based near-optimal control for a class of discrete-time affine nonlinear systems with control constraints," IEEE Transactions on Neural Networks, vol.20, no.9, pp.1490-1503, Sept. 2009.
6. F. Y. Wang, H. Zhang, and D. Liu, "Adaptive dynamic programming: an introduction," IEEE Computational Intelligence Magazine, vol.4, no.2, pp.39-47, May 2009.
7. H. Zhang, Z. Wang, and D. Liu, "Global asymptotic stability and robust stability of a general class of Cohen-Grossberg neural networks with mixed delays," IEEE Transactions on Circuits and Systems-I: Regular Papers, vol.56, no.3, pp.616-629, Mar. 2009.
8. D. Liu, Z. Pang, and Z. Wang, "Epileptic seizure prediction by a system of particle filter associated with a neural network," EURASIP Journal on Advances in Signal Processing, vol.2009, article ID 638534, 10 pages, 2009. doi:10.1155/2009/638534.
9. Z. Pang, D. Liu, N. Jin, and Z. Wang, "A Monte Carlo particle model associated with neural networks for tracking problems," IEEE Transactions on Circuits and Systems-I: Regular Papers, vol.55, no.11, pp.3421-3429, Dec. 2008.
10. H. Zhang, Z. Wang, and D. Liu, "Robust stability analysis for interval Cohen-Grossberg neural networks with unknown time varying delays, IEEE Transactions on Neural Networks, vol.19, no.11, pp.1942-1955, Nov. 2008.
11. F. Tan, X. Guan, and D. Liu, "Consensus protocol for multi-agent continuous systems," Chinese Physics B, vol.17, no.10, pp.3531-3535, Oct. 2008.
12. D. Liu, H. Javaherian, O. Kovalenko, and T. Huang, "Adaptive critic learning techniques for engine torque and air-fuel ratio control," IEEE Transactions on Systems, Man and Cybernetics-Part B: Cybernetics, vol.38, no.4, pp.988-993, Aug. 2008.
13. J. Ma, T. Yang, Z.-G. Hou, M. Tan, and D. Liu, "Neurodynamic programming: A case study of the traveling salesman problem," Neural Computing and Applications, special issue on Neural Networks for Control, Robotics and Diagnostics, vol.17, no.4, pp.347-355, Aug. 2008.
14. H. Zhang, Z. Wang, and D. Liu, "Global asymptotic stability of recurrent neural networks with multiple time varying delays," IEEE Transactions on Neural Networks, vol.19, no.5, pp.855-873, May 2008.
15. N. Jin and D. Liu, "Wavelet basis function neural networks for sequential learning," IEEE Transactions on Neural Networks, vol.19, no.3, pp.523-528, Mar. 2008.
16. H. Zhang, Y. Wang, and D. Liu, "Delay-dependent guaranteed cost control for uncertain stochastic fuzzy systems with multiple time delays,'' IEEE Transactions on Systems, Man and Cybernetics-Part B: Cybernetics, vol.38, no.1, pp.126-140, Feb. 2008.
17. D. Liu, Z. Pang, and S. R. Lloyd, "A neural network method for detection of obstructive sleep apnea and narcolepsy based on pupil size and EEG," IEEE Transactions on Neural Networks, vol.19, no.2, pp.308-318, Feb. 2008.
18. G. Zhai, X. Xu, H. Lin, and D. Liu, "Extended Lie algebraic stability analysis for switched systems with continuous-time and discrete-time subsystems," International Journal of Applied Mathematics and Computer Science, vol.17, no.4, pp.447-454, 2007.
19. S. Ledesma, D. Liu, and D. Hernandez, "Two approximation methods to synthesize the power spectrum of fractional Gaussian noise," Computational Statistics & Data Analysis, special issue on Statiscal Signal Extration and Filtering, vol.52, no.2, pp.1047-1062, Oct. 2007.
20. H. Zhang, Z. Wang, and D. Liu, "Robust exponential stability of recurrent neural networks with multiple time-varying delays," IEEE Transactions on Circuits and Systems-II: Express Briefs, vol.54, no.8, pp.730-734, Aug. 2007.
21. H. Zhang, S. Lun, and D. Liu, "Fuzzy H-infinity filter design for a class of nonlinear discrete-time systems with multiple time delays," IEEE Transactions on Fuzzy Systems, vol.15, no.3, pp.453-469, June 2007.
22. D. Liu and H. Zare, "A multipath interference cancellation technique for WCDMA downlink receivers," International Journal of Communication Systems, vol.20, no.6, pp.661-668, June 2007.
23. D. Liu, S. Hu, and H. Zhang, "Simultaneous blind separation of instantaneous mixtures with arbitrary rank,'' IEEE Transactions on Circuits and Systems-I: Regular Papers, vol.53, no.10, pp.2287-2298, Oct. 2006.
24. D. Liu, X. Xiong, B. DasGupta, and H. Zhang, "Motif discoveries in unaligned molecular sequences using self-organizing neural networks," IEEE Transactions on Neural Networks, vol.17, no.4, pp.919-928, July 2006
25. H. Zhang, Y. Xie, and D. Liu, "Synchronization of a class of delayed chaotic neural networks with fully unknown parameters," Dynamics of Continuous, Discrete & Impulsive Systems, Series B: Applications & Algorithms, vol.13, no.2, pp.297-308, 2006.
26. G. Zhai, D. Liu, J. Imae, and T. Kobayashi, "Lie algebraic stability analysis for switched systems with continuous-time and discrete-time subsystems," IEEE Transactions on Circuits and Systems-II: Express Briefs, vol.53, no.2, pp.152-156, Feb. 2006.
27. D. Liu, Y. Cai, and G. Tu, "A novel packet coding scheme immune to packet collisions for CDMA-based wireless ad hoc networks," IEE Proceedings-Communications, vol.153, no.1, pp.1-4, Feb. 2006.
28. D. Liu and Y. Cai, "Taguchi method for solving the economic dispatch problem with nonsmooth cost functions," IEEE Transactions on Power Systems, vol. 20, no. 4, pp. 2006-2014, Nov. 2005.
29. D. Liu, Y. Zhang, and H. Zhang, "A self-learning call admission control scheme for CDMA cellular networks," IEEE Transactions on Neural Networks, vol.16, no.5, pp.1219-1228, Sept. 2005.
30. H. Zhang, Z. Wang, and D. Liu, "Chaotifying fuzzy hyperbolic model using impulsive and nonlinear feedback control approaches," International Journal of Bifurcation and Chaos, vol.15, no.8, pp.2603-2610, Aug. 2005.
31. Y. Cai and D. Liu, "Multiuser detection based on the Taguchi method for DS-CDMA systems," IEEE Transactions on Wireless Communications, vol.4, no.4, pp.1594-1607, July 2005.
32. D. Liu, X. Xiong, Z. G. Hou, and B. DasGupta, "Identification of motifs with insertions and deletions in protein sequences using self-organizing neural networks," Neural Networks, vol.18, no.5-6, pp.835-842, June-July 2005.
33. S. Hu and D. Liu, "On the global output convergence of a class of recurrent neural networks with time-varying inputs," Neural Networks, vol.18, no.2, pp.171-178, Mar. 2005.
34. D. Liu and H. Zhang, "A neural dynamic programming approach for learning control of failure avoidance problems," International Journal of Intelligent Control and Systems, vol.10, no.1, pp.21-32, Mar. 2005.
35. D. Liu, "Approximate dynamic programming for self-learning control," ACTA Automatica Sinica, vol.31, no.1, pp.13-18, Jan. 2005.
36. H. Zhang, Z. Wang, and D. Liu, "Chaotifying fuzzy hyperbolic model using adaptive inverse optimal control approach," International Journal of Bifurcation and Chaos, vol.14, no.10, pp.3505-3517, Oct. 2004.
37. H. Zhang, H. Liang, and D. Liu, "Two new operators in rough set theory with applications to fuzzy sets," Information Sciences, vol.166, no.1-4, pp.147-165, Oct. 2004.
38. D. Liu, Y. Zhang, and S. Hu, "Call admission policies based on calculated power control setpoints in SIR-based power-controlled DS-CDMA cellular networks," Wireless Networks, vol.10, no.4, pp.473-483, July 2004.
39. H. Zare and D. Liu, "A novel modulation and demodulation technique for the downlink of spread spectrum multipath channels," IEEE Communications Letters, vol.8, no.4, pp.208-210, Apr. 2004.
40. D. Liu, S. Hu, and J. Wang, "Global output convergence of a class of continuous-time recurrent neural networks with time-varying thresholds," IEEE Transactions on Circuits and Systems-II: Express Briefs, vol.51, no.4, pp.161-167, Apr. 2004.
41. J. Sheng and D. Liu, "An improved maximum likelihood approach to image reconstruction using ordered subsets and data subdivisions," IEEE Transactions on Nuclear Science, vol.51, no.1, pp.130-135, Feb. 2004.
42. D. Liu and A. Molchanov, "Asymptotic stability of a class of linear discrete systems with multiple independent variables," Circuits, Systems and Signal Processing, vol.22, no.3, pp.307-324, May-June 2003.
43. D. Liu, T.-S. Chang, and Y. Zhang, "A constructive algorithm for feedforward neural networks with incremental training," IEEE Transactions on Circuits and Systems-I: Fundamental Theory and Applications, vol.49, no.12, pp.1876-1879, Dec. 2002.
44. D. Liu, M. E. Hohil, and S. H. Smith, "N-bit parity neural networks: New solutions based on linear programming," Neurocomputing, vol.48, no.1-4, pp.477-488, Oct. 2002.
45. A. Molchanov and D. Liu, "Robust absolute stability of nonlinear time-varying discrete-time systems," IEEE Transactions on Circuits and Systems-I: Fundamental Theory and Applications, vol. 49, no.8, pp.1129-1137, Aug. 2002.
46. D. Liu and A. Molchanov, "Criteria for robust absolute stability of time-varying nonlinear continuous-time systems," Automatica, vol. 38, no.4, pp.627-637, Apr. 2002.
47. D. Liu, E. I. Sara, and W. Sun, "Nested auto-regressive processes for MPEG-encoded video traffic modeling," IEEE Transactions on Circuits and Systems for Video Technology, vol.11, no.2, pp.169-183, Feb. 2001.
48. I. Salih, S. H. Smith, and D. Liu, "Synthesis approach for bidirectional associative memories based on the perceptron training algorithm," Neurocomputing, vol.35, no.1-4, pp.137-148, Nov. 2000.
49. S. Ledesma and D. Liu, "Fractional Gaussian noise power spectrum synthesis using linear approximation for generating self-similar network traffic," ACM Computer Communication Review, vol.30, no.2, pp. 4-17, Apr. 2000.
50. H. D. Patino and D. Liu, "Neural network-based model reference adaptive control system," IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol.30, no.1, pp.198-204, Feb. 2000.
51. M. E. Hohil, D. Liu, and S. H. Smith, "Solving the N-bit parity problem using neural networks," Neural Networks, vol.12, no.9, pp.1321-1323, Nov. 1999.
52. Z. Lu and D. Liu, "A new synthesis procedure for a class of cellular neural networks with space-invariant cloning template," IEEE Transactions on Circuits and Systems-II: Analog and Digital Signal Processing, vol.45, no.12, pp.1601-1605, Dec. 1998.
53. D. Liu, "Lyapunov stability of two-dimensional digital filters with overflow nonlinearities," IEEE Transactions on Circuits and Systems-I: Fundamental Theory and Applications, vol.45, no.5, pp.574-577, May 1998.
54. D. Liu and Z. Lu, "A new synthesis approach for feedback neural networks based on the perceptron training algorithm," IEEE Transactions on Neural Networks, vol.8, no.6, pp.1468-1482, Nov. 1997.
55. D. Liu, "Cloning template design of cellular neural networks for associative memories," IEEE Transactions on Circuits and Systems-I: Fundamental Theory and Applications, vol.44, no.7, pp.646-650, July 1997.
56. A. N. Michel and D. Liu, "Theory and applications of sparsely interconnected feedback neural networks," Neural, Parallel and Scientific Computations, vol.4, no.3, pp.305-324, Sept. 1996.
57. D. Liu and A. N. Michel, "Robustness analysis and design of a class of neural networks with sparse interconnecting structure," Neurocomputing, vol.12, no.1, pp.59-76, June 1996.
58. D. Liu and A. N. Michel, "Stability analysis of systems with partial state saturation nonlinearities," IEEE Transactions on Circuits and Systems-I: Fundamental Theory and Applications, vol.43, no.3, pp.230-232, Mar. 1996.
59. A. N. Michel, D. Liu, and K. Wang, "Stability analysis of a class of systems with parameter uncertainties and with state saturation nonlinearities," International Journal of Robust and Nonlinear Control, vol.5, no.5, pp.505-519, Aug. 1995.
60. A. N. Michel, K. Wang, D. Liu, and H. Ye, "Qualitative limitations incurred in implementations of recurrent neural networks," IEEE Control Systems Magazine, vol.15, no.3, pp.52-65, June 1995.
61. K. Wang, A. N. Michel, and D. Liu, "Necessary and sufficient conditions for the Hurwitz and Schur stability of interval matrices," IEEE Transactions on Automatic Control, vol.39, no.6, pp.1251-1255, June 1994.
62. D. Liu and A. N. Michel, "Sparsely interconnected neural networks for associative memories with applications to cellular neural networks," IEEE Transactions on Circuits and Systems-II: Analog and Digital Signal Processing, vol.41, no.4, pp.295-307, Apr. 1994.
63. D. Liu and A. N. Michel, "Stability analysis of state-space realizations for two-dimensional filters with overflow nonlinearities," IEEE Transactions on Circuits and Systems-I: Fundamental Theory and Applications, vol.41, no.2, pp.127-137, Feb. 1994.
64. D. Liu and A. N. Michel, "Cellular neural networks for associative memories," IEEE Transactions on Circuits and Systems-II: Analog and Digital Signal Processing, vol.40, no.2, pp.119-121, Feb. 1993.
65. D. Liu and A. N. Michel, "Null controllability of systems with control constraints and state saturation," Systems & Control Letters, vol.20, no.2, pp.131-139, Feb. 1993.
66. D. Liu and A. N. Michel, "Asymptotic stability of discrete-time systems with saturation nonlinearities with applications to digital filters," IEEE Transactions on Circuits and Systems-I: Fundamental Theory and Applications, vol.39, no.10, pp.798-807, Oct. 1992.
67. D. Liu and A. N. Michel, "Asymptotic stability of systems operating on a closed hypercube," Systems & Control Letters, vol.19, no.4, pp.281-285, Oct. 1992.

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