Networked real-time control strategies dealing with stochastic time delays and packet losses

被引:30
作者
Kim, WJ [1 ]
Ji, K [1 ]
Ambike, A [1 ]
机构
[1] Texas A&M Univ, Dept Mech Engn, College Stn, TX 77843 USA
来源
ACC: PROCEEDINGS OF THE 2005 AMERICAN CONTROL CONFERENCE, VOLS 1-7 | 2005年
关键词
networked control system; time delays; packet losses; model prediction;
D O I
10.1109/ACC.2005.1470026
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A novel model-predictive-control strategy with a timeout scheme and p-step-ahead state estimation is presented in this paper to overcome the adverse influences of stochastic time delays and packet losses encountered in network-based real-time control. An open-loop unstable magnetic-levitation (maglev) test bed was constructed and employed for its experimental verification. The compensation algorithms developed in this pap er deal with the network-induced stochastic time, delays and packet losses in both the forward path and the feedback path simultaneously. With the p-sampling-period delay upper bound, the networked control system (NCS) can also accommodate up to p-1 successive packet losses. Experimental results demonstrate the feasibility and effectiveness of this networked real-time control strategy.
引用
收藏
页码:621 / 626
页数:6
相关论文
共 23 条
[1]   Network-based controlled DC motor with fuzzy compensation [J].
Almutairi, NB ;
Chow, MY ;
Tipsuwan, Y .
IECON'01: 27TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1-3, 2001, :1844-1849
[2]  
Bertsekas D., 2012, Dynamic Programming and Optimal Control, V1
[3]   CLOSED-LOOP CONTROL OF SYSTEMS OVER A COMMUNICATIONS NETWORK WITH QUEUES [J].
CHAN, H ;
OZGUNER, U .
INTERNATIONAL JOURNAL OF CONTROL, 1995, 62 (03) :493-510
[4]   INTEGRATED COMMUNICATION AND CONTROL-SYSTEMS .1. ANALYSIS [J].
HALEVI, Y ;
RAY, A .
JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 1988, 110 (04) :367-373
[5]   STABILITY OF LINEAR FEEDBACK-SYSTEMS WITH RANDOM COMMUNICATION DELAYS [J].
KRTOLICA, R ;
OZGUNER, U ;
CHAN, H ;
GOKTAS, H ;
WINKELMAN, J ;
LIUBAKKA, M .
INTERNATIONAL JOURNAL OF CONTROL, 1994, 59 (04) :925-953
[6]  
Lewis F. L., 1986, OPTIMAL ESTIMATION
[7]   Performance evaluation of control networks: Ethernet, ControlNet, and DeviceNet [J].
Lian, FL ;
Moyne, JR ;
Tilbury, DM .
IEEE CONTROL SYSTEMS MAGAZINE, 2001, 21 (01) :66-83
[8]  
LIAN FL, 2001, UMME0104 DEP MECH EN
[9]   A STOCHASTIC REGULATOR FOR INTEGRATED COMMUNICATION AND CONTROL-SYSTEMS .1. FORMULATION OF CONTROL LAW [J].
LIOU, LW ;
RAY, A .
JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 1991, 113 (04) :604-611
[10]  
Ljung L., 1983, THEORY PRACTICE RECU