Design and application of an information fusion control system

Shihong Yue, Boyang He, Jeen Shing Wang, Zhiqiang Zuo

研究成果: Article同行評審

2 引文 斯高帕斯(Scopus)

摘要

This paper presents an information fusion control system designed based on a reformulation of traditional PID control methods. The purpose of the study was to integrate multiple information resources in order to achieve a better control performance in terms of system dynamics and statistic responses. An information fusion control was developed by turning the original control problem into a 'fusion estimation' problem. Specifically, the Choquet fuzzy integral was implemented to fuse different information resources for improving the generalization and efficiency of the PID control. Tracking and adaptation of the information fusion control system were analysed via control of a simulated mechanical system. The simulation results show that the proposed information fusion control was effective.

原文English
頁(從 - 到)630-636
頁數7
期刊Transactions of the Institute of Measurement and Control
35
發行號5
DOIs
出版狀態Published - 2013 七月 1

All Science Journal Classification (ASJC) codes

  • 儀器

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