Robust stability of packetized predictive control of nonlinear systems with disturbances and Markovian packet losses

被引:101
作者
Quevedo, Daniel E. [1 ]
Nesic, Dragan [2 ]
机构
[1] Univ Newcastle, Sch Elect Engn & Comp Sci, Callaghan, NSW 2308, Australia
[2] Univ Melbourne, Dept Elect & Elect Engn, Parkville, Vic 3052, Australia
基金
澳大利亚研究理事会;
关键词
Control over networks; Predictive control; Packet dropouts; Non-linear systems; Stochastic stability; NETWORKED CONTROL-SYSTEMS; TO-STATE STABILITY; STOCHASTIC-SYSTEMS; LINEAR-SYSTEMS; STABILIZATION; CHANNELS; SUBJECT; DESIGN;
D O I
10.1016/j.automatica.2012.05.046
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We study a predictive control formulation for uncertain discrete-time non-linear uniformly continuous plant models where controller output data is transmitted over an unreliable communication channel. The channel introduces Markovian data-loss and does not provide acknowledgments of receipt. To achieve robustness with respect to dropouts, at every sampling instant the controller transmits packets of data. These contain possible control inputs for a finite number of future time instants, and minimize a finite horizon cost function. At the actuator side, received packets are buffered, providing the plant inputs. Within this context, we adopt a stochastic Lyapunov function approach to establish stability results of the networked control system. A distinguishing aspect of this work is that it considers situations where the maximum number of consecutive packet dropouts has unbounded support. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1803 / 1811
页数:9
相关论文
共 52 条
  • [1] Control of Impulsive Renewal Systems: Application to Direct Design in Networked Control
    Antunes, Duarte
    Hespanha, Joao P.
    Silvestre, Carlos
    [J]. PROCEEDINGS OF THE 48TH IEEE CONFERENCE ON DECISION AND CONTROL, 2009 HELD JOINTLY WITH THE 2009 28TH CHINESE CONTROL CONFERENCE (CDC/CCC 2009), 2009, : 6882 - 6887
  • [2] Antunes D, 2010, P AMER CONTR CONF, P3124
  • [3] Control and communication challenges in networked real-time systems
    Baillieul, John
    Antsaklis, Panos J.
    [J]. PROCEEDINGS OF THE IEEE, 2007, 95 (01) : 9 - 28
  • [4] Bernardini D., 2010, P 2 IFAC WORKSH DIST
  • [5] Cannon M, 2003, AUTOMATICA, V39, P1487, DOI [10.1016/S0005-1098(03)00128-6, 10.1016/S005-1098(03)00128-6]
  • [6] Predictive teleoperation of constrained dynamic systems via Internet-like channels
    Casavola, Alessandro
    Mosca, Edoardo
    Papini, Maurizio
    [J]. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2006, 14 (04) : 681 - 694
  • [7] Mean-square boundedness of stochastic networked control systems with bounded control inputs
    Chatterjee, Debasish
    Amin, Saurabh
    Hokayem, Peter
    Lygeros, John
    Sastry, S. Shankar
    [J]. 49TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2010, : 4759 - 4764
  • [8] Stability of Networked Control Systems With Uncertain Time-Varying Delays
    Cloosterman, Marieke B. G.
    van de Wouw, Nathan
    Heemels, W. P. M. H.
    Nijmeijer, Hendrik
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2009, 54 (07) : 1575 - 1580
  • [9] Stability of nonlinear asynchronous systems
    de la Pena, David Munoz
    Christofides, Panagiotis D.
    [J]. SYSTEMS & CONTROL LETTERS, 2008, 57 (06) : 465 - 473
  • [10] ESTIMATES OF ERROR RATES FOR CODES ON BURST-NOISE CHANNELS
    ELLIOTT, EO
    [J]. BELL SYSTEM TECHNICAL JOURNAL, 1963, 42 (05): : 1977 - +