不确定非线性时滞系统的保成本控制研究
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摘要
近年来,如何设计鲁棒控制器使不确定系统满足鲁棒稳定性的同时满足一定的性能指标,已经引起了广泛的关注。解决这个问题的方法之一是Chang和Peng提出的保成本控制的方法。研究这一问题的目的是设计一个保成本控制器,使得闭环系统对于所有允许的不确定性渐近稳定,并且闭环性能指标不超过某个确定的上界。众所周知,参数不确定性和时间滞后经常是系统性能退化和系统不稳定的主要原因。因此,对于不确定时滞系统的保成本控制的研究越来越引起人们的研究兴趣,并且在线性系统中已经取得了较多有价值的成果,但由于非线性系统的特殊性和复杂性,在非线性系统中的研究成果还不多见。
     海洋工程中的许多系统都是典型的不确定非线性时滞系统,例如海洋平台振动控制系统、拖曳体的轨迹和姿态控制系统以及船舶航向控制系统等。如何使这些具有不确定因素的非线性系统保持稳定性并满足一定的性能指标,是研究的热点。因此,不确定非线性时滞系统的保成本控制无论从理论上还是在实践中都是很有意义的。
     本文利用Lyapunov稳定性理论和线性矩阵不等式的方法,研究具有范数有界不确定性的非线性时滞系统的保成本控制问题,主要内容如下:
     1.相对于连续系统已经取得的丰硕成果,离散系统保成本控制问题的结论还不多见。本文首先研究具有状态时滞的不确定非线性离散系统的保成本控制问题。利用线性矩阵不等式方法给出保成本控制律存在的条件和保成本控制器的设计方法。通过求解一个由线性矩阵不等式表示的凸优化问题,得到系统保成本的最小上界。
     2.虽然利用现有的方法得出的控制器对于系统的不确定性是鲁棒稳定的,但是没有考虑控制器的增益,当控制器参数存在摄动时,传统的鲁棒控制方法表现出高度的脆弱性。本文利用线性矩阵不等式的方法,在系统的控制器参数存在加法式摄动和乘法式摄动两种情况下,研究了具有状态时滞的不确定非线
Recently, the problem of designing robust controllers to make uncertain systems not only be stable but also guarantees an adequate level of performance has drawn considerable attention. One approach to this problem is the guaranteed cost control approach first introduced by Chang and Peng. This approach is to design a controller such that the closed-loop system is asymptotically stable for all admissible uncertainties and the closed-loop cost function value is not more than a specified upper bound. It is well known that time-delays as well as parameter uncertainties are frequently the main cause of deterioration of systems performance and instability of systems. Therefore, there has been increasing interest in the guaranteed cost control of uncertain time-delay systems, and many significant results have been presented. However, there have been few results for nonlinear systems, owing to their particularity and complexity.There are lots of uncertain nonlinear time-delay systems in the ocean engineering, for instances, offshore platform vibration control system, control systems for the tracking and positioning of towed vehicles, ship motion control systems, and so on. How to design controllers which make these systems not only be stable but also guarantee an adequate level of performance is a hot research field. Therefore, it' s of important theoretical and practical meaning to study the problems of guaranteed cost control for the uncertain nonlinear time-delay systems.
    Based on Lyapunov stability theory and linear matrix inequality approach, the problems of guaranteed cost control for nonlinear time-delay systems with norm-bounded uncertainties are considered. The main contents in this paper are as follows:1. There are few results for the discrete-time guaranteed cost control problem, compared with the existed results for continuous-time systems. Firstly, the guaranteed cost control problem for uncertain nonlinear discrete-time systems with state-delay is considered. Several criteria for the existence of the guaranteed cost control law and design method of the controller are derived in terms of LM1. An upper bound on the guaranteed cost is minimized by solving a convex optimization problem with LMIs.2. Although the controllers yielded by using the existed methods are robust with regard to system uncertainties, their robustness with regard to controller uncertainties has not been considered. The controller may be very sensitive or fragile, with respect to perturbations in the controller coefficients. In this paper, using the LMI method, the nonfragile guaranteed cost control problem is discussed for uncertain nonlinear time-delay systems under two classes of controller gain perturbations, namely, additive form and multiplicative form. The existence conditions and design method of the nonfragile guaranteed cost controller are given in terms of LMI. Solving a convex optimization problem gives the optimal guaranteed cost value of the system.3. In some real plants, the system delay varies with the time going. Therefore, the guaranteed cost control problem for the systems with time-varying delay needs to be considered. In this paper, the nonfragile guaranteed cost control problem for the uncertain nonlinear systems with time-varying delay is Investigated. Using the Lyapunov functional method combined with LMI technique, some delay-dependent conditions for the existence of such controller are derived. By solving the specified LMIs,
    the design method for the guaranteed cost controller is given. The solutions of the optimal problem give the minimal upper bound on the cost function.4. There are lots of real control systems with multiple time delays in the ocean engineering, and the results on guaranteed cost control for systems with multiple time-delays are seldom seen. The problem of nonfragile guaranteed cost control for a class of nonlinear systems with multiple time-delays is studied in this paper. A state feedback nonfragile guaranteed cost control law is given in terms of LMI. An upper bound on the guaranteed cost is minimized by solving a convex optimization problem.5. The problem of nonfragile guaranteed cost control is discussed for the uncertain nonlinear discrete systems with time-varying delay. By representing the time-delay system in the descriptor form and using the new bounding method on the cross term, new delay-dependent sufficient condition for the existence of the guaranteed cost controller is given in terms of LMI. A convex optimization problem is introduced to find the optimal nonfragile guaranteed cost controller which minimizes the upper bound on the cost function.The last section summarizes the main work in this paper and prospects the research of uncertain nonlinear guaranteed cost control problems in the future.
引文
[1] S.S.L. Chang, T.K.C. Peng. Adaptive guaranteed cost control of systems with uncertain parameters. IEEE Transactions on Automatic Control, 1972, 17(4): 474-483
    [2] S. Boyd, L.E. Ghaoui, E. Feron, V. Balakrishnan. Linear Matrix Inequalities in Systems and Control Theory. Studies in Applied Mathematics, Philadelphia: SIAM, 1994
    [3] E.I. Verriest, S.I. Niculescu. Delay-independent stability of linear neutral systems: a Riccati equation approach. Stability and Control of Time-delay Systems, 1998, 227, 92-100
    [4] V. Kolmanovskii, J.P. Richard. Stability of some linear systems with delays. IEEE Transactions on Automatic Control, 1999, 44:984-989
    [5] S.I. Niculescu, A. Trofino-Neto, J.-M. Dion, L. Dugard, Delay-dependent stability of linear systems with delayed state: An LMI approach. Proc. 34th IEEE conf. Dec. Contr.. New Orleans, USA, 1995. 1495-1496
    [6] L. Xie, C.E.de Souza. Criteria for robust stability and stabilization of uncertain linear systems with state delay. Automatica, 1997, 33(9): 1657-1662
    [7] P. Park. A delay-dependent stability critrion for systems with uncertain time-invariant delays. IEEE Transactions on Automatic Control, 1999, 44:876-877
    [8] S.I. Niculescu. On delay-dependent stability under model transformations of some neutral linear systems. International Journal of Control, 2001, 74:609-617
    [9] C.H. Lien, K.W. Yu, J.G. Hsieh. Stability conditions for a class of neutral systems with multiple time delays. J. Math. Anal. Appl., 2000, 245:20-27
    [10] G. Zames. Functional analysis applied to nonlinear feedback systems. IEEE Transactions on Circuits and Systems, 1963, CS-10:392-404
    [11] R.Z. Kalman. When is a linear control system optimal? Trans. ASME, Ser. D, Basic Engr.,1964, 86:51-60
    [12] H.H. Rosenbrock, The stability of muitivariable systems. IEEE Transactions on Automatic Control, 1976, 17:105-107
    [13] M.G. Sofonov. Stability and Robustness of muitivariable feedback systems. MIT, 1980
    [14] G. Zames. Feedback and optimal sensitivity: model reference and transformations, multiplicative seminorms and approximate inverses. IEEE Transactions on Automatic Control, 1981,26:301-320
    [15] B.A. Francis. A course in H_∞ control theory. Lectures notes in Control and Information Science. Springer-Verleg, 1987
    [16] J.C. Doyle, K. Glover, P.P. Khargonekor, B.A. Francis. State-space solutions to standard H_2 and H_∞ control problems. IEEE Transactions on Automatic Control, 1989, 34: 831-847
    [17] T. Iwasaki, R.E. Skelton. All controllers for the general H_∞ control problem: LMI existence conditions and state space formulas. Automatica, 1994, 30: 1307-1317
    [18] J.C. Doyle. Analysis of feedback systems with structured uncertainties. IEEE Proc. Pt. D, 1982, 129:242-250
    [19] R.V. Patel, M. Toda. Quantitative measures of robustness for multivariable systems. Proc. Joint Automat. Contr. Conf.. San Francisco, CA, 1980
    [20] R.K. Yedavalli. Perturbation bounds for robust stability in linear state space models. Int. J. Cont., 1985,42:1507-1517
    [21] E. Fridman. New Lyaponov-krasovskii functionals for stability of linear retarded and neutral type of systems. Systems and Control Letters, 2001,43: 309-319
    [22] E. Fridman, U. shaked. Delay-dependent stability and H_∞ control: constant and timevarying delays. International Journal of Control, 2003, 76(1): 48-60
    [23] E. Fridman, U. shaked. A descriptor system approach to H_∞ control of linear time-delay systems. IEEE Transactions on Automatic Control, 2002, 47: 253-270
    [24] Y.S. Lee, Y.S. Moon, W.H. Kwon. Delay-Dependent guaranteed cost control for uncertain state-delayed systems. Proceeding of American Control Conference. Arlington, 2001. 25-27
    [25] A. Rachid, Robustness of discrete systems under structured uncertainties. Int. J. Cont., 1989, 50: 1563-1566
    [26] X. Niu, J.A. Abreu-Garcia, E. Yaz. Improved bounds for linear discrete-time systems with structured perturbations. IEEE Transactions on Automatic Control, 1992, 37: 1170-1173
    [27] X.J. Zeng, Robust stability for linear discrete-time systems with structured perturbations. Int. J. Cont., 1995,61:739-748
    [28] M. Karan, M. E. Sezer, O. Ocali. Robust stability of discrete-time systems with parametric perturbations. IEEE Transactions on Automatic Control, 1994, 39:991-995
    [29] Y. S. Lee, W. H. Kwon. Delay-dependent robust stabilization of uncertain discrete-time state-delayed systems. 15th Triennial World Congress. Barcelona, Spain, 2002
    [30] R. V. Monopoli. Engineering aspects of control system design via the direct method of Lyapunov. NASA Report. 1966
    [31] G. Leitmann. Guaranteed asymptotic stability for some linear systems with bounded uncertainties. J. Dynam. Syst. Meas. Cont.. 1979, 102:212-216
    [32] G. Leitmann. On the efficiency of nonlinear control in uncertain linear systems. J. Dynam. Syst. Meas. Cont.. 1981, 103
    [33] S. Gutman, G. Leitmann. Stabilizing feedback control for dynamical systems with bounded uncertainty. Proc. 1976 IEEE CDC. Clearwater, 1976.94-99
    [34] 朱晓东,孙优贤.不确定动态时滞系统的基于观测器的鲁棒镇定设计.控制理论与应用,1996,13(2):254—258
    [35] V. Kapila, W. M. Haddad. Memoryless H_∞, Controllers for Discrete Time Systems with Time Delay. Automatica, 1998, 34(9): 1141-1144
    [36] 苏宏业,王景成,褚键.一类不确定动态时滞系统的无记忆鲁棒镇定控制.自动化学报,1998,24(4):497-501
    [37] 俞立,王万良,褚键.不确定时滞系统的输出反馈稳定化控制器设计.自动化学报,1998,24(2):225-229
    [38] S. Boyd, L. E. Ghaoui, E. Feron, V. Balakrishnan. Linear Matrix Inequalities in Systems and Control Theory. Studies in Applied Mathematics, Philadelphia: SIAM, 1994
    [39] S. H. Esfahani, S. O. R. Mmoheimani, I. R. Petersen. LMI approach to suboptimal guaranteed cost control for uncertain time-delay systems. IEE Proc. Control Theory Appl., 1998, 145
    [40] U. Shaked, I. Yaesh, Carlos E. de Souza. Bounded real criteria for linear time-delay systems. IEEE Transactions on Automatic Control, 1998, 43(7): 1016-1022
    [41] Hutchinson. The karlman filtering applied to aerospace and electronic systems. IEEE Transactions on aerospace and electronic systems, 1993, 29(4): 1321-1331
    [42] L. Xie, C. Soh. Robust karlman filtering for uncertain systems. Systems & control Letters, 1994, 22:123-129
    [43] Tetsuya Iwasaki. Robust performance analysis for systems with structured uncertainty. International Journal of Robust and Nonlinear Control, 1996, 6(1): 85-99
    [44] B. Y. Lee, J. G. Lee. R. Robust stability and stabilization of linear delayed systems with structured uncertainty. Automatica, 1999, 35:1149-1154
    [45] W. M. Lu, J. C. Doyle. Robustness analysis and synthesis for nonlinear uncertain systems. IEEE Transactions on Automatic Control, 1997, 42(12): 1654-1662
    [46] L. Xie, C.E. de Souza. Robust H_∞ control for linear time-invariant systems with norm-bounded uncertainty in the input matrix. Systems and Control Letters, 1990, 14: 389-396
    [47] L. Xie, C. E. de Souza. Robust H_∞ control for a class of uncertain linear time-invariant systems. IEEE Proc. Pt. D, 1991,138:479-483
    [48] L. Xie, C. E. de Souza. Robust H_∞ control for linear systems with norm-bounded time-invariant uncertainty. IEEE Transactions on Automatic Control, 1992, 37:1188-1191
    [49] G. Shi, Y. Zou, C. Yang. An algebraic approach to robust H_∞ control via state feedback. Systems and Control Letters, 1992, 18:365-370
    [50] I. R. Petersen. Disturbance attenuation and H_∞ optimization: a design method based on the algebraic Riccati equation. IEEE Transactions on Automatic Control, 1987, 32(5): 427-429
    [51] L. Xi, C. E. de Souza. Robust H_∞ control for linear systems norm-bounded time-varying uncertainty. IEEE Transactions on Automatic Control, 1992, 37(8): 1188-1191
    [52] C. Foias, A. Tannenbanm, G. Zames. Weighted sensitivity minimization for delayed systems. IEEE Transactions on Automatic Control, 1986, 31 (8): 763-766
    [53] J. H. Lee, S. W. Kim, W. H. Kwon. Memoryless H_∞ controllers for state delayed systems. IEEE Transactions on Automatic Control, 1994, 39(1): 159-162
    [54] H. H. Choi, M. J. Chung. Memoryless H_∞ controller design for linear systems with delayed state and control. Automatica, 1995, 31 (6): 917-919
    [55] 顾永如,王守臣,钱积新.一类具有状态及控制滞后的不确定系统的鲁棒H_∞控制.控 制理论与应用,1999,16(2),275-278
    [56] F. Jabbari. Robust linear controller using observers. IEEE Transactions on Automatic Control, 1991, 36(12): 1509-1514
    [57] M. Grigoriadis Karolos. L_2 and L_2 -L_∞ model reduction via linear matrix inequations. International Journal of Control, 1997, 68(3): 486-498
    [58] Ghaoui, Gerard. Control of Riccati systems using linear fractional representations and linear matrix inequations. Automatica, 1996, 32(9): 1273-1284
    [59] 忻钦,冯纯伯.一般广义对象的严格真H_∞控制设计.控制与决策,1998,12(2):160-164
    [60] E. T. Jeung, J. H. Kim, H. B. Park. H_∞ output feedback controller design for linear systems with time-varying delayed state. IEEE Transactions on Automatic Control, 1998, 43(7): 971-974
    [61] S. I. Niculescu. H_∞ memoryless control with α-stability time delay systems: an LMI approach. IEEE Transactions on Automatic Control, 1998, 43(8): 739-742
    [62] 张晓宇,金鸿章,李国宾,吉明.基于LMI的船舶力控减摇鳍系统H_∞控制器设计.船舶工程,2002,2:24-27
    [63] 陈虹,陈国琳,冷文军,刘涛.基于LMI的液压操舵系统H_2/H_∞控制器设计.船舶工程,2002.6:42-46
    [64] V. Kapila, W. M. Haddad. Memoryless H_∞ controllers for discrete-time systems with time delay. Automatica, 1998, 34(9): 1141-1144
    [65] S. Y. Xu, T. W. Chen. Robust H_∞ for discrete-time systems with time-varying delays via exponential output. Systems & Control Letters, 2004, 51:171-183
    [66] Y. S. Lee, Y. S. Moon, W. H. Kwon, P. G. Park. Delay-Dependent robust H_∞ control for uncertain systems with a state-delay. Automatica, 2004, 40:65-72
    [67] 杨盐生,贾欣乐.船舶减摇鳍不确定非线性系统的变结构鲁棒控制.中国造船,1998,3:31-37
    [68] 庄一舟,金伟良,李海波,宋志刚,李向红,邹道勤.海洋导管架平台抗震可靠性分析方法.海洋学报,1999,21(5):129-136
    [69] Hua-Jun Li, Shu-Qing Wang, Yong-Chun Yang, Yan Wang. Vibration Characteristics of A Offshore Platform and Its Vibration Control. China Ocean Engineering, 2002, 16(4): 469-482
    [70] 杨盐生.船舶航向非线性系统的输出反馈鲁棒控制.交通运输工程学报,2002,2(1):118-121
    [71] Wei Wang, Gong-You Tang. Feedback and feedforward optimal control for offshore jacket platforms. China Ocean Engineering, 2004, 18(4): 515-526
    [72] I. R. Petersen, D. C. McFarlane. Optimal guaranteed cost control and filtering for uncertain linear systems. IEEE Transactions on Automatic Control, 1994, 39(9): 1971-1977
    [73] S. O. R. Moheimani, I. R. Petersen. Optimal quadratic guaranteed cost control of a class uncertain time-delay systems. IEE Proc. Control Theory Appl, 1997, 144(2): 183-188
    [74] D. S. Bernstein, W. M. Haddad. The optimal projections equations with Petersen-Hloolt bounds: robust stability and performance via foxed order dynamic compensation for systems with structured real valued parameter uncertainty. IEEE Transactions on Automatic Control, 1998, 33(6): 572-582
    [75] D. S. Bemstein, W. M. Haddad. Robust stability and performance analysis for state space systems via quadratic Lyapunov bounds. SIAM J. Matrix Anal.. 1990, 11(2): 239-271
    [76] S. O. R. Moheimani, I. R. Petersen. Guaranteed cost control of uncertain systems with a time-multiplied quadratic cost function: an approach basrd on the linear matrix inequalities. Automatica, 1998, 34(5): 651-654
    [77] A. V. Sovkm, I. R. Petersen. Minimax optimal control of uncertain systems with structured uncertainty. International Journal of Robust and Nonlinear Control.
    [78] A. V. Sovkin, I. R. Petersen. An uncertainty averaging approach to optimal guaranteed cost control of uncertain systems with structured uncertainty. Automatica, 1995, 31(11): 1649-1653
    [79] E. F. Costa, V. A. Oliveira. On the design of guaranteed cost controllers for a class of uncertain linear systems. Systems & Control Letters, 2002, 46:17-29
    [80] V. A. Ugrinovskii, I. R. Petersen. Guaranteed cost control of uncertain systems via Lur'e-Postnikov Lyapunov functions. Automatica, 2000, 36:279-285
    [81] H. Mukaidani, K. Mizukami. The guaranteed cost control of uncertain singularly perturbed systems. Journal of Mathematical Analysis and Applications, 2000, 251:716-735
    [82] S. H. Esfanhani, I. R. Peterson. An LMI approach to the output-feedback guaranteed cost control for uncertain time-delay systems. Proceedings of the 37th IEEE Conference Decision & Control. 1998. 1358-1363
    [83] S. O. R. Moheimani, I. R. Petersen. Optimal guaranteed cost control of uncertain systems via static and dynamic output feedback. Automatica, 1996, 32(4): 575-579
    [84] L. Xie. Output feedback H_∞ control of systems with parameter uncertainty. Int. J. Control, 1996, 63:741-750
    [85] 关新平,罗小元.不确定时滞系统具α-γ保性能性质的H_∞控制器设计.控制与决策,2001,16:677-684
    [86] H. Wu, Y. Fei. Mixed H_2/H_∞ guaranteed cost control for uncertain linear systems. Proceedings of the 12th IFAC Congress, Sydney, Australia. 1993. 407-411
    [87] I. R. Petersen, D. C. McFarlane, M. A. Rotea. Optimal guaranteed cost control of discrete-time uncertain linear systems. Proceedings of the 12th IFAC World Congress. Sydney, Australia. 1993.407-410
    [88] Y. Li, J. C. Wang, J. Chu. Guaranteed cost control of uncertain linear discrete time systems. Proceedings of American control conference. Albuquerque New Mexico. 1997.3181-3184
    [89] 俞立.不确定离散系统的最优保性能控制.控制理论与应用,1999,16(5):639-642
    [90] 俞立,陈国定.不确定离散系统H_2/H_∞最优保性能控制.控制与决策,2001,16(2):151-154
    [91] 陈国定,俞立,杨马英,褚健.不确定离散系统的输出反馈保性能控制.控制与决策,2002,17(1):117-119
    [92] Germain Garcia, Bernard Pradin, Sophie Tarbouriech, Fanyou Zeng. Robust stabilization and guaranteed cost control for discrete-time linear systems by static output feedback. Automatica, 2003, 39:1635-1641
    [93] W. Colmenares, F. Tadeo, E. Granado, O. Perez. H_2 guaranteed cost control of discrete linear systems. Mathematical Problem in Engineering, 2000, 6:425-431
    [94] S. O. R. Moheimani, I. R. Petersen. Optimal quadratic guaranteed cost control of a class uncertain time-delay systems. IEE Proc. Control Theory Appl, 1997, 144(2): 183-188
    [95] L. Yu, J. Chu. An LMI approach to guaranteed cost control of linear uncertain time-delay systems. Automatica, 1999, 35:1155-1159
    [96] Y. Li, X. Huang, J. Chu. Guaranteed cost control of linear uncertain time-delay systems. Proceedings of the second Asian Control Conference. Seoul, South Korea. 1997. 705-708
    [97] J. H. Park. Guaranteed cost control of neutral differential systems with parametric uncertainty. Journal of Computational and Applied Mathematics, 2003, 151:371-382
    [98] H. Z. Li, S. I. Niculescu, L. Dugard, J. M. Dion. Robust guaranteed cost control of uncertain linear time-delay systems using dynamic output feedback. Mathematic and Computers in Simulation,1998, 45:349-358
    [99] L. Yu, F. R. Gao. Optimal guaranteed cost control of discrete-time uncertainty systems with both state and input delays. Journal of Franklin Institute, 2001, 338:101-110
    [100] X. Guan, Z. Lin, G. Duan. Robust guaranteed cost control for discrete-time uncertain systems with delay. IEE Proc. Control Theory Appl., 1999, 146(6): 598-602
    [101] L. Yu, F. Gao, A. Xue. Guaranteed cost control of discrete linear time-delay systems. Proc. of the American Control Conference. Chicago, Illinois, 2000. 2481-2485
    [102] Peng Sift, El-Kebir Boukas, Yan Shi, Ramesh K. Agarwal. Optimal guaranteed cost control of uncertain discrete time-delay systems. Journal of Computational and Applied Mathematics, 2003, 157:435-451
    [103] 刘飞,苏宏业,蒋培刚,褚健.不确定离散时滞系统具有H_∞干扰抑制的保成本控制.控制与决策,2002,17(1):103-106
    [104] X. P. Guan, C. L. Chen, C. N. Lomg, Y. C. Liu, G. R. Duan. Robust guaranteed cost control for uncertain discrete delay systems via dynamic output feedback. Control Theory & Applications, 2003, 20(2): 199-204
    [105] W. H. Chen, Z. H. Guan, X. M. Lu. Delay-dependent guaranteed cost control for uncertain discrete-time systems with both state and input delays. Journal of the Franklin Institute, 2004, 341:419-430
    [106] L. H. Keel, S. P. Bhattacharyya. Robust fragile or optimal?. IEEE Trans. Automat. Control, 1997, 42 (8): 1098-1105
    [107] D. Famularo, C. T. Abdallah, A. Jadbabais, P. Dorato, W. M. Haddad. Robust non-fragile LQ controllers: the static feedback Case. Proceedings of American Control Conference. Philadelphia, 1998. 1109-1113
    [108] J. H. Park, H. Y. Jung. On the design of nonfragile guaranteed cost controller for a class of uncertain dynamic systems with state delays. Applied Mathematics and Computation, 2004, 150:245-257
    [109] P. Dorato. Non-fragile controller design, an overview. Proceedings of the American Control Conference. Philadelphia: 1998. 2829-2831
    [110] A. Jadbabaie, T. Chaouki, D. Famularo, P. Dorato. Robust, non-fragile and optimal controller design via linear matrix inequalities. Proceedings of the American Control Conference. Philadelphia: 1998. 2842-2846
    [111] W. M. Haddad, J. R. Carrado. Robust resilient dynamic controller for systems with parametric uncertainty and controller gain variations. Proceedings of the American Control Conference. Philadelphia: 1998. 2837-2841
    [112] G. H. Yang, J. L. Wang, Y. C. Soh. Guaranteed cost control for discrete-time linear systems under controller gain perturbations. Linear Algebra and its Applications, 2000, 312:161-180
    [113] D. Famularo, P. Dorato, C. T. Abdallah. Robust Non-fragile LQ controllers: the static state feedback case. International Journal of Control, 2000, 73(2): 159-165
    [114] C. W. Cheng, Z. H. Song, Y. X. Sun. Robust stabilization of uncertain nonlinear systems with time delays in both state and control input. Control theory and applications, 1998, 15(4): 605-609
    [115] H. Y. Su, P. G. Jiang. Robust controller design for a class of time-delay systems with nonlinear uncertainties. Control theory and applications, 2000, 17(6): 949-951
    [116] 陈东彦,徐世杰,邵成勋.非线性时滞系统的稳定性分析及鲁棒稳定性条件,自动化学报,1999,25(6):833-837
    [117] 关新平,罗小元,刘奕昌,段广仁.非线性扰动不确定时滞系统相关鲁棒观测器设计.自动化学报,2002,28(2):291-294
    [118] 王德进.一类非线性不确定时滞系统的鲁棒镇定.控制与决策,1997,14(4):373-376
    [119] E. Fridman. Output regulation of nonlinear systems with delay. Systems & Control Letters, 2003, 50:81-93
    [120] E. Fridman. State-feedback H_∞ control of nonlinear singularly perturbed systems. International Journal of Robust and Nonlinear Control, 2001, 11: 1115-1125
    [121] 顾永如,丁元欣,王守臣,钱积新.非线性不确定时滞系统的鲁棒H_∞控制器设计.浙江大学学报,2000,34(3):287-291
    [122] 贾新春,郑南宁,程兵,袁泽剑.非线性时滞系统的保性能鲁棒稳定性和鲁棒稳定控制——时滞相关情形.自然科学进展,2003,13(9):983-988
    [123] 唐功友,孙超君.一类不确定非线性系统的保成本控制.控制与决策,2003,18(2):266-268
    [124] D. Coutinho, A. Trofino, M. Y. Fu. Guaranteed cost control of uncertain nonlinear systems via polynomial Lyapunov functions. IEEE Transactions on Automatic Control, 2002, 47(9): 1575-1580
    [125] J. H. Park. Robust guaranteed cost control for uncertain linear differential systems of neutral type. Applied Mathematics and Computation, 2003, 140:523-535
    [126] J. H. Park, H. Y. Jung. On the design of nonfragile guaranteed cost controller for a class of uncertain dynamic systems with state delays. Applied Mathematics and Computation, 2004, 150:245-257
    [127] J. H. Park, K. Choi. Guaranteed cost control of uncertain nonlinear neutral systems via mamory state feedback. Chaos, Solitons and Fractals, 2005, 24:183-190
    [128] B. R. Barmish. Necessary and sufficient conditions for quadratic stability of an uncertain system. Journal of Optimization Theory and Applications, 1985, 46:399-408
    [129] Y. S. Moon, P. Park, W. H. Kwon, Y. S. Lee. Delay-dependent robust stabilization of uncertain state-delayed systems. International Journal of Control, 2001, 74 : 1447-1455