Modeling and analysis of networked control systems using hidden Markov models

被引：0
|
作者：
Liu, FC [1 ]
Yao, Y [1 ]
机构：
[1] Harbin Inst Technol, Control & Simulat Ctr, Harbin 150001, Peoples R China
来源：
PROCEEDINGS OF 2005 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-9 | 2005年
关键词：
hidden Markov models; networked control systems; random delay; hybrid system; stochastic optimal control;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, a new method for modeling and analysis of networked control systems with delay using hidden Markov models is presented. Stochastic optimal controllers of networked control systems whose networked-induced delay governed by an underlying Markov chain with unknown probability distribution are designed. The result of simulation also verified the efficiency and correction of our modeling method.
引用
收藏
页码：928 / 931
页数：4
相关论文
共 50 条
  • [41] A Framework for Bioacoustic Vocalization Analysis Using Hidden Markov Models
    Ren, Yao
    Johnson, Michael T.
    Clemins, Patrick J.
    Darre, Michael
    Glaeser, Sharon Stuart
    Osiejuk, Tomasz S.
    Out-Nyarko, Ebenezer
    ALGORITHMS, 2009, 2 (04): : 1410 - 1428
  • [42] Analysis of animal accelerometer data using hidden Markov models
    Leos-Barajas, Vianey
    Photopoulou, Theoni
    Langrock, Roland
    Patterson, Toby A.
    Watanabe, Yuuki Y.
    Murgatroyd, Megan
    Papastamatiou, Yannis P.
    METHODS IN ECOLOGY AND EVOLUTION, 2017, 8 (02): : 161 - 173
  • [43] The analysis of hospital infection data using hidden Markov models
    Cooper, B
    Lipsitch, M
    BIOSTATISTICS, 2004, 5 (02) : 223 - 237
  • [44] Modeling and Stability Analysis of MIMO Networked Control Systems
    Luo Dongsong
    Wang Zhiwen
    Guo Ge
    PROCEEDINGS OF THE 27TH CHINESE CONTROL CONFERENCE, VOL 7, 2008, : 240 - 242
  • [45] Modeling and stability analysis for a class of networked control systems
    Xia, Hong-Wei
    Ma, Guang-Cheng
    Wen, Qi-Yong
    Wang, Chang-Hong
    Dianji yu Kongzhi Xuebao/Electric Machines and Control, 2007, 11 (04): : 394 - 397
  • [46] Modeling and control of networked control systems
    Li, Hongbo
    Sun, Zengqi
    Chen, Badong
    2006 CHINESE CONTROL CONFERENCE, VOLS 1-5, 2006, : 1137 - +
  • [47] Basecalling using hidden Markov models
    Boufounos, P
    El-Difrawy, S
    Ehrlich, D
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2004, 341 (1-2): : 23 - 36
  • [48] Markov Actuator Assignment for Networked Control Systems
    Guo, Ge
    Lu, Zibao
    EUROPEAN JOURNAL OF CONTROL, 2012, 18 (04) : 323 - 330
  • [49] Enhancing speaker authentication systems using circular hidden Markov models
    Shahin, I
    ISSPA 2005: The 8th International Symposium on Signal Processing and its Applications, Vols 1 and 2, Proceedings, 2005, : 703 - 706
  • [50] Continuous Operator Authentication for Teleoperated Systems Using Hidden Markov Models
    Yan, Junjie
    Huang, Kevin
    Lindgren, Kyle
    Bonaci, Tamara
    Chizeck, Howard J.
    ACM TRANSACTIONS ON CYBER-PHYSICAL SYSTEMS, 2022, 6 (01)
12345