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
来源：
PROCEEDINGS OF THE 9TH WSEAS INTERNATIONAL CONFERENCE ON SIMULATION, MODELLING AND OPTIMIZATION | 2009年
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
  • [21] Identification of noisy dynamical systems with parameter estimation based on Hopfield neural networks
    Atencia, Miguel
    Joya, Gonzalo
    Sandoval, Francisco
    NEUROCOMPUTING, 2013, 121 : 14 - 24
  • [22] Distributed Joint Estimation and Identification for Sensor Networks with Unknown Inputs
    Lan, Hua
    Bishop, Adrian N.
    Pan, Quan
    2014 IEEE NINTH INTERNATIONAL CONFERENCE ON INTELLIGENT SENSORS, SENSOR NETWORKS AND INFORMATION PROCESSING (IEEE ISSNIP 2014), 2014,
  • [23] DISTRIBUTED JOINT SPOOFING ATTACK IDENTIFICATION AND ESTIMATION IN SENSOR NETWORKS
    Zhang, Jiangfan
    Blum, Rick S.
    2015 IEEE CHINA SUMMIT & INTERNATIONAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING, 2015, : 701 - 705
  • [24] Guidance of Mobile Actuator-Plus-Sensor Networks for Improved Control and Estimation of Distributed Parameter Systems
    Demetriou, Michael A.
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2010, 55 (07) : 1570 - 1584
  • [25] Sensor fault estimation method for flight control systems based on aerodynamic parameter identification
    Wang, Jian-Chen
    Qi, Xiao-Hui
    Binggong Xuebao/Acta Armamentarii, 2015, 36 (01): : 103 - 110
  • [26] Filtering-Based Parameter Identification Methods for Multivariable Stochastic Systems
    Xia, Huafeng
    Chen, Feiyan
    MATHEMATICS, 2020, 8 (12) : 1 - 19
  • [27] CUBIC SPLINE APPROXIMATION TECHNIQUES FOR PARAMETER-ESTIMATION IN DISTRIBUTED SYSTEMS
    BANKS, HT
    CROWLEY, JM
    KUNISCH, K
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1983, 28 (07) : 773 - 786
  • [28] Optimal Sensor Placement Design for Profile Estimation of Distributed Parameter Systems
    Seth, Gaurav
    Bhushan, Mani
    Patwardhan, Sachin C.
    INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2024, 63 (09) : 4046 - 4067
  • [29] Time-constrained sensor scheduling for parameter estimation of distributed systems
    Patan, Maciej
    Ucinski, Dariusz
    49TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2010, : 7 - 12
  • [30] The spectral factorization problem for multivariable distributed parameter systems
    Callier, FM
    Winkin, JJ
    INTEGRAL EQUATIONS AND OPERATOR THEORY, 1999, 34 (03) : 270 - 292
12345