Applications of neural networks for measurement

被引：0
作者：
Wu, ZT [1 ]
Ren, GD [1 ]
Wang, QS [1 ]
Jiang, ZD [1 ]
机构：
[1] Xi An Jiao Tong Univ, Inst Precise Engn, Xian 710049, Peoples R China
来源：
PROCEEDINGS OF THE SECOND INTERNATIONAL SYMPOSIUM ON INSTRUMENTATION SCIENCE AND TECHNOLOGY, VOL 3 | 2002年
关键词：
neural network; back propagation; radial basis function; measurement;
D O I：
暂无
中图分类号：
O65 [分析化学];
学科分类号：
070302 ; 081704 ;
摘要：
The characteristics of Back-Propagation (BP) network and Radial-Basis function (RBF) network are discussed in detail and two applications of neural networks to sensors faults diagnosis and sensors data validation are described.
引用
收藏
页码：596 / 600
页数：5
相关论文
共 50 条
[21]   Guest Editorial: Applications of Artificial Neural Networks [J].
Norbert Giambiasi ;
Claude Touzet .
Journal of Intelligent and Robotic Systems, 1998, 21 :101-102
[22]   Neural networks and its applications in multivariate calibration [J].
de Cerqueira, EO ;
de Andrade, JC ;
Poppi, RJ ;
Mello, C .
QUIMICA NOVA, 2001, 24 (06) :864-873
[23]   General memristor with applications in multilayer neural networks [J].
Wen, Shiping ;
Xie, Xudong ;
Yan, Zheng ;
Huang, Tingwen ;
Zeng, Zhigang .
NEURAL NETWORKS, 2018, 103 :142-149
[24]   IMPROVED MEASUREMENT OF COMPLEX PERMITTIVITY USING ARTIFICIAL NEURAL NETWORKS WITH SCALED INPUTS [J].
Hasan, Azhar ;
Peterson, Andrew F. .
MICROWAVE AND OPTICAL TECHNOLOGY LETTERS, 2011, 53 (09) :2139-2142
[25]   Statistical mechanics of neural networks: Theory and applications [J].
DAutilia, R ;
Guerra, F .
APPLICATIONS AND SCIENCE OF ARTIFICIAL NEURAL NETWORKS II, 1996, 2760 :726-737
[26]   Neural networks and statistical techniques: A review of applications [J].
Paliwal, Mukta ;
Kumar, Usha A. .
EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (01) :2-17
[27]   Applications of artificial neural networks to combat simulations [J].
Kilmer, RA .
MATHEMATICAL AND COMPUTER MODELLING, 1996, 23 (1-2) :91-99
[28]   Surface-tracing approximation by basis functions and its applications to neural networks [J].
Ito, Y .
IJCNN 2000: PROCEEDINGS OF THE IEEE-INNS-ENNS INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOL IV, 2000, :227-231
[29]   NEURAL NETWORKS FOR PRECISE MEASUREMENT IN COMPUTER VISION SYSTEMS [J].
SU, CT ;
CHANG, CA ;
TIEN, FC .
COMPUTERS IN INDUSTRY, 1995, 27 (03) :225-236
[30]   Measurement of Complex Permittivity using Artificial Neural Networks [J].
Hasan, Azhar ;
Peterson, Andrew F. .
IEEE ANTENNAS AND PROPAGATION MAGAZINE, 2011, 53 (01) :200-203
12345