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1、 916 ACTA AUTOMATICA SINICA Vol. 35 (k T (k Q (k + T (k R (k V (k 2 T (k P (k + T (k P (k + T (k Q max max T T k (k + 1 R 1 + ( 1 (k Q k h h k 1 k1 max T (n Z1 (n T (n Z1 (n + 1 T (k (Z1 + Z2 (k n=k h 1 n=k max h k1 1 n=k max h v T (k (T (T T v (k+ T (n Z2 (n + 2v T (kT (k ( I x (k + v k1 n=k x (k +
2、 2v T (k M x (k x (k 1x T (k K T T Kx 2v T (k S x (k x k 2v T (k N x (k x k k 1 max 1 h n=k max h (n + (n + 1 k1 max 1 h n=k max h (n 1 T v T (k 1 + 2 + T 2 + 3 + 3 + max 1 1 T + 1 M Z1 M T + ( 1 SZ1 S + h k1 max 1 T + 1 N Z2 N + 1 (T (T T + 1 T v (k v T (k M + T (n Z1 n=k h 1 Z1 M Tv (k + Z1 (n k1
3、1 n=k max h k 1 1 n=k max h 1 v T (k S + T (n Z1 Z1 S Tv (k + Z1 (n 1 v T (k N + T (n Z2 Z2 N Tv (k + Z2 (n (14 T 1 + 2 + T 2 + 3 + 3 + 1 1 T M Z1 M T + ( 1 SZ1 S + max +1 h max +1 h (15 The loop equation for the electrical circuit is u(t = ea = L dia + Ria + eb dt (16 1 T N Z2 N + 1 (T (T T + 1 T 0
4、 2 The mechanical torque balance based on Newton s law is J d + B + Tl = Te = Kia dt (17 Therefore, (10 yields V (k 0, and the WNCS (7 is asymptotically stabilized. Remark 4. By dening new Lyapunov functions and making use of more matrix variables to achieve delay dependence, a new condition is obta
5、ined for the controller design of WNCS (7. The merit of the proposed conditions is that they can deal with larger ED and get better performance for system (7. By letting x1 = ia and x2 = , the electromechanical dynamics of the DC motor can be described by the following state-space descriptions x 1 x
6、 2 = = R Kb 1 x1 x2 + u L L L (1 4 Simulation K B x1 x2 J J In this section, we use the Matlab linear matrix inequality toolbox and Simulink to illustrate the eectiveness and advantage of our proposed method. All simulations use the network settings given in Table 1. Table 1 System parameters values
7、 Value 1 024 bits 0.864 ms 3 0.03 1ms 50 packets where the parameters of the motor are shown in Table 2. Table 2 J L R B K Kb Inertia Inductance Resistance Damping coecient Torque constant Back-EMF constant DC motor parameters 42.6E-6 Kgm2 170E-3 H 4.67 47.3E-6 Nms/rad 14.7E-3 Nm/A 14.7E-3 Vs/rad Pa
8、rameter Frame size ACK timeout tout Retry limit m Error coding threshold Fixed link delay Buer size A DC motor speed control system31 is introduced based on WNCS utilizing adaptive coded modulation schemes. First, we give the controller for WNCS applying ACM schemes by Theorem 1. Here, the result in
9、 27 is used, and it is an adaptive code with eight 4-D trellis codes utilizing the eight nested 2-D signal constellations. The overall encoder is applied in the International Telecommunications No. 7 YANG Li et al.: Analysis and Design of Wireless Networked Control system Utilizing 917 Union s ITU-T
10、 V.34 modem standard. Using the curve tting with the least squares method, we get the thresholds n , which are listed in Table 3. Table 3 n 1 2 3 4 5 6 7 8 Codes and calculated n (dB for target BER0 = 103 Mn 4 8 16 32 64 128 256 512 an 896.0704 404.4353 996.5492 443.1272 296.6007 327.4874 404.2837 3
11、10.5283 bn 10.7367 6.8043 8.7345 8.2282 7.9270 8.2036 7.8824 8.2425 n 7.1 11.8 14.0 17.0 20.1 23.0 26.2 29.0 Fig. 5 Responses of state x2 5 Conclusion If we choose Ts = 0.0083 ms, and h = 0.7 s, the transmission rate will be 0.24E+6 bps, 0.36E+6 bps, 0.48E+6 bps, 0.60E+6 bps, 0.72E+6 bps, 0.84E+6 bp
12、s, and 0.96E+6 bps. According to (1 and (2, the total region of ED will be 0.0095 s, 1.7419 s. Based on Theorem 1, we can get the following controller gain K = 0.0446 0.0231 In this paper, we have modelled the WNCS with ACM scheme as a discrete-time system with time-varying input delay. The concept
13、of ED is presented to capture the characteristics of varying rate, interference, and routing in wireless transmission channel. Delay-dependent sucient conditions on the stability of the closed-loop WNCS and the state feedback controller are derived in terms of linear matrix inequalities by using a r
14、ecent result on the discrete time delay. Simulation result shows the eectiveness and advantage of the proposed method. References 1 Yue D, Han Q L, Chen P. State feedback controller design of networked control systems. IEEE Transactions on Circuits and Systems II: Express Briefs, 2004, 51(11: 640644
15、 2 Chen P, Tian Y C. Networked H control of linear systems with state quantization. Information Sciences, 2007, 177(24: 57635774 3 Chen P, Tian Y C, Tipsuwan Y. Robust H control of networked control systems with parameter uncertainty and state-delay. European Journal of Control, 2006, 12(5: 471482 4
16、 Yue D, Han Q L. Network-based robust H ltering for uncertain linear systems. IEEE Transactions on Signal Processing, 2006, 54(11: 42934301 5 Jiang X F, Han Q L. Network-induced delay-dependent H controller design for a class of networked control systems. Asian Journal of Control, 2006, 8(2: 97106 6
17、 Yue D, Han Q L, Lam J. Network-based robust H control of systems with uncertainty. Automatica, 2005, 41(6: 9991007 7 Chen P, Tian Y C, Tade M O. State feedback controller design of networked control systems with interval time-varying delay and nonlinearity. International Journal of Robust and Nonli
18、near Control, 2008, 18(12: 12781286 8 Yang F W, Wang Z D, Hung Y S, Gani M. H -innity control for networked systems with random communication delays. IEEE Transactions on Automatic Control, 2006, 51(3: 511518 9 Wang Z D, Yang F W, Ho D W C, Liu X. Robust H -innity control for networked systems with
19、random packet losses. IEEE Transactions on Systems, Man, Cybernetics, Part B: Cybernetics, 2007, 37(4: 916924 10 Xie Jin-Song, Fan Bing-Quan, Young Sam Lee, Yang Jin. Guaranteed cost controller design of networked control systems with state delay. Acta Automatica Sinica, 2007, 33(2: 170174 11 Yang D
20、e-Dong, Zhang Hua-Guang. Robust H networked control for uncertain fuzzy systems with time-delay. Acta Automatica Sinica, 2007, 33(7: 726730 On the other hand, if there is no ACM used in WNCS, the total region of ED will be 0.0465 s, 2.3222 s. The following controller can be obtained K = 0.5568 0.570
21、4 The responses of the resulting closed-loop system with and without ACM scheme are shown in Figs. 4 and 5, where the initial condition is x (0 = 0.08; 0.1. It is easy to see that the system performance is improved when there exists ACM scheme in WNCS. The settling time, when ACM is applied (5 s for
22、 x1 and 10 s for x2 , is less than that without ACM (17 s for x1 and 40 s for x2 . Moreover, the overshoot of the states with ACM schemes are less than the ones without ACM. Fig. 4 Responses of state x1 918 ACTA AUTOMATICA SINICA Vol. 35 12 Liu G P, Xia Y Q, Rees D, Hu W S. Design and stability crit
23、eria of networked predictive control systems with random network delay in the feedback channel. IEEE Transactions on Systems, Man, Cybernetics, Part C: Applications and Reviews, 2007, 37(2: 173184 13 Yu M, Wang L, Chu T G, Xie G M. Stabilization of networked control systems with data packet dropout
24、via switched system approach. In: Proceedings of the 43rd IEEE Conference on Decision and Control. Taipei, China: IEEE, 2004. 35393544 14 Gao H J, Chen T W, Chai T Y. Passivity and passication for networked control systems. SIAM Journal on Control and Optimization, 2007, 46(4: 12991322 15 Colandaira
25、j J, Irwin G W, Scanlon W G. Analysis of an IEEE 802.11B wireless networked control system Online, available: http:/www.strepMarch 10, /1st workshop/Colandai-raj.pdf, 2008 16 Drew M, Liu X H, Goldsmith A, Hedrick K. Networked control system design over a wireless LAN. In: Proceedings of the
26、 44th IEEE Conference on Decision and Control. Seville, Spain: IEEE, 2005. 67046709 17 Nikolakopoulos G, Panousopoulou A, Tzes A, Lygeros J. Multi-hopping induced gain scheduling for wireless networked controlled systems. In: Proceedings of the 44th IEEE Conference on Decision and Control. Seville,
27、Spain: IEEE, 2005. 470475 18 Liu X H, Goldsmith A. Wireless network design for distributed control. In: Proceedings of the 43rd IEEE Conference on Decision and Control. Taipei, China: IEEE, 2004. 28232829 19 Meyr H. Algorithm design and system implementation for advanced wireless communications syst
28、ems. In: Proceedings of International Zurich Seminar on Broadband Communications. Zurich, Switzerland: IEEE, 2000. 229235 20 Nilsson J. Real-Time Control Systems with Delays Ph. D. dissertation, Lund Institute of Technology, Sweden, 1998 21 Panousopoulou A, Nikolapoulos G, Tzes A. Experimental contr
29、oller tuning and QoS optimization of a wireless transmission scheme for real-time remote control applications. In: Proceedings of the IEEE International Conference on Industrial Technology. Hammamet, Tunisia: IEEE, 2004. 801806 22 Goldsmith A J, Chua S G. Adaptive coded modulation for fading channel
30、s. IEEE Transactions on Communications 1998, 46(5: 595602 23 Holey J K. Bounds on the average spectral eciency of adaptive coded modulation. Telektronikk, 2002, 98(1: 4752 24 Hartman J R, Branicky M S, Liberatore V. Time-dependent dynamics in networked sensing and control. In: Proceedings of the Ame
31、rican Control Conference. Portland, USA: IEEE, 2005. 29252932 25 Shao Qi-Ke, Yu Li, Zhang Gui-Jun. Online delay evaluation and controller co-design for networked control systems. Acta Automatica Sinica, 2007, 33(7: 781784 (in Chinese 26 Hole K J, ien G E. Adaptive coding and modulation: a key to ban
32、dwidth-ecient multimedia communications in future wireless systems. Telektronikk, 2001, 97(1: 4957 27 Hole K J, Holm H, ien G E. Adaptive multidimensional coded modulation over at fading channels. IEEE Journal of Selected Areas in Communications, 2000, 18(7: 11531158 28 Hole K J, ien G E. Spectral e
33、ency of adaptive coded modulation in urban microcellular networks. IEEE Transactions on Vehicle Technology, 2001, 50(1: 205222 29 Chung S T, Goldsmith A J. Degrees of freedom in adaptive modulation: a unied view. IEEE Transactions on Communications, 2001, 49(9: 15611571 30 Gao H J, Chen T W. New res
34、ults on stability of discrete-time systems with time-varying state delay. IEEE Transactions on Automatic Control, 2007, 52(2: 328334 31 Chow M Y, Tipsuwan Y. Gain adaptation of networked DC motor controllers based on QoS variations. IEEE Transactions on Industrial Electronics, 2003, 50(5: 936943 YAN
35、G Li Received her bachelor and master degrees from the Department of Electrical Engineering, Yanshan University, in 2004 and 2006, respectively. She is currently a Ph. D. candidate at Yanshan University. Her research interest covers time-delay systems and networked control systems. E-mail: yangli135 0 GUAN Xin-Ping Received his master degr
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