Identification of Distributed Parameter Systems Based on Sensor Networks and Multivariable Estimation Techniques

被引:0
|
作者
Volosencu, Constantin [1 ]
机构
[1] Politehn Univ Timisoara, Dept Automat & Appl Informat, Bd V Parvan 2, Timisoara 300223, Romania
关键词
Wireless sensor networks; system identification; distributed parameter systems; neural networks; multivariable estimation techniques; auto-regression; heat distribution;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The domain of system identification may be developed today using the powerful tool represented by the intelligent sensor networks, placed in real distributed parameter systems. The sensor networks, as a "distributed sensor", allow the usage of multivariable estimation techniques, in different ways: classical linear methods of modelling or methods based on artificial intelligence for complex non-linear systems. The paper presents a short survey of some results obtained in the study of using of sensor networks with multivariable estimation techniques to estimate heat transfer in space.
引用
收藏
页码:187 / +
页数:2
相关论文
共 50 条
  • [1] Identification of distributed parameter systems based on multivariable estimation and wireless sensor networks
    Volosencu, Constantin
    WINSYS 2008: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON WIRELESS INFORMATION NETWORKS AND SYSTEMS, 2008, : 92 - 95
  • [2] Distributed Parameter Estimation in Sensor Networks Based on Stochastic Approximation
    Lei, Jinlong
    Chen, Han-Fu
    2015 34TH CHINESE CONTROL CONFERENCE (CCC), 2015, : 7487 - 7492
  • [3] Resilient Distributed Parameter Estimation in Sensor Networks
    Yan, Jiaqi
    Li, Kuo
    Ishii, Hideaki
    2023 AMERICAN CONTROL CONFERENCE, ACC, 2023, : 3478 - 3483
  • [4] Identification of multivariable linear parameter-varying systems based on subspace techniques
    Verdult, V
    Verhaegen, M
    PROCEEDINGS OF THE 39TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-5, 2000, : 1567 - 1572
  • [5] SIMULTANEOUS STRUCTURE IDENTIFICATION AND PARAMETER-ESTIMATION OF MULTIVARIABLE SYSTEMS
    NIU, SH
    FISHER, DG
    INTERNATIONAL JOURNAL OF CONTROL, 1994, 59 (05) : 1127 - 1141
  • [6] PARAMETER ESTIMATION FOR MULTIVARIABLE SYSTEMS
    GUPTA, RD
    FAIRMAN, FW
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1974, AC19 (05) : 546 - 549
  • [7] Caching for Distributed Parameter Estimation in Wireless Sensor Networks
    Chennakesavula, Pradeep
    Hong, Y. -W. Peter
    Scaglione, Anna
    2017 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2017,
  • [8] Monitoring of Distributed Parameter Systems Based on Virtual Instrumentation and Sensor Networks
    Volosencu, Constantin
    ADVANCED MANUFACTURING ENGINEERING, QUALITY AND PRODUCTION SYSTEMS, 2010, : 253 - 258
  • [9] Decentralized multi-exchange scheduling of sensor networks for parameter estimation of distributed systems
    Romanek, Adam
    Patan, Maciej
    2014 19TH INTERNATIONAL CONFERENCE ON METHODS AND MODELS IN AUTOMATION AND ROBOTICS (MMAR), 2014, : 624 - 629
  • [10] Distributed Linear Parameter Estimation over Wireless Sensor Networks
    Das, Arindam K.
    Mesbahi, Mehran
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2009, 45 (04) : 1293 - 1306