Novel Smith Predictor and BPNN for Wireless Networked Control Systems

被引：1

作者：

Du, Feng ^{[1
]}

Du, Wencai ^{[1
]}

机构：

[1] Hainan Univ, Coll Informat Sci & Technol, Hainan, Peoples R China

来源：

2009 ASIA-PACIFIC CONFERENCE ON INFORMATION PROCESSING (APCIP 2009), VOL 1, PROCEEDINGS | 2009年

关键词：

wireless networked control systems (WNCS); back propagation neural network(BPNN); Smith predictor; network delay; H-INFINITY CONTROL; DELAYS;

D O I：

10.1109/APCIP.2009.24

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In order to effectively restrain the impact of network delays which are brought because of bandwidth constraint, path loss, signal attenuation and ambient noise in wireless networked control systems (WNCS), aiming at time-variant network delays and imprecise Smith predictor models, a new approach is proposed that novel Smith dynamic predictor combined with back propagation neural network (BPNN) control. Because new Smith predictor does not include network delay models, therefore network delays do not need to be measured, identified or estimated on-line, it is applicable to some occasions that network delays are random, time-variant or uncertain. Based on IEEE 802.11 b/g (WLAN), the results of simulation experiment show validity of the control scheme.

引用

页码：63 / 66

页数：4

共 50 条

[1] A Novel Smith Predictor for Wireless Networked Control Systems
Du, Feng
Du, Wencai
Lei, Zhi
2009 IITA INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS ENGINEERING, PROCEEDINGS, 2009, : 667 - +
[2] New Smith Predictor and BPNN Control for Networked Control Systems
Du Feng
Du Wencai
2008 INTERNATIONAL WORKSHOP ON EDUCATION TECHNOLOGY AND TRAINING AND 2008 INTERNATIONAL WORKSHOP ON GEOSCIENCE AND REMOTE SENSING, VOL 2, PROCEEDINGS,, 2009, : 600 - 603
[3] Wireless networked control systems with nonlinear control and novel smith predictor
College of Information Sciences and Technology, Hainan University, Hainan, China
Proc. - IITA Int. Conf. Control Autom. Syst. Eng., CASE, (648-651):
[4] Wireless Networked Control Systems with Nonlinear Control and Novel Smith Predictor
Du, Feng
Du, Wencai
2009 IITA INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS ENGINEERING, PROCEEDINGS, 2009, : 648 - 651
[5] A Novel Smith Predictor for Wireless Networked Control Systems with Uncertainty Delay
Du, Feng
Du, Wencai
2009 INTERNATIONAL CONFERENCE ON ENVIRONMENTAL SCIENCE AND INFORMATION APPLICATION TECHNOLOGY, VOL III, PROCEEDINGS,, 2009, : 552 - 555
[6] Nonlinear Control for Wireless Networked Control Systems Based on Novel Smith Predictor
Du, Feng
Du, Yukuan
Du, Wencai
Chen, Baodan
ICIEA 2010: PROCEEDINGS OF THE 5TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOL 4, 2010, : 215 - 219
[7] Wireless Networked Control Systems with Neuron Adaptive Control and Novel Smith Predictor
Du, Wencai
Du, Feng
2009 IITA INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS ENGINEERING, PROCEEDINGS, 2009, : 644 - 647
[8] Wireless Networked Control Systems with Generalized Predictive Control and Novel Smith Predictor
Du, Feng
Du, Wencai
2009 IITA INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS ENGINEERING, PROCEEDINGS, 2009, : 640 - 643
[9] Novel Smith Predictor and CMAC-PID Control for Wireless Networked Control Systems
Du, Feng
Du, Wencai
2009 ASIA-PACIFIC CONFERENCE ON INFORMATION PROCESSING (APCIP 2009), VOL 1, PROCEEDINGS, 2009, : 59 - 62
[10] Wireless Networked Control Systems with GPC and New Smith Predictor
Du, Feng
Du, Wencai
Du, Yukuan
Chen, Baodan
2010 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-5, 2010, : 1920 - 1924

← 1 2 3 4 5 →