An approach to bandwidth management based on fuzzy logic

Li Zuxin,Wang Wanliang,Lei Bicheng,Chen Huiying

Strategic Study of CAE ›› 2008, Vol. 10 ›› Issue (7) : 104 -111.

PDF (725KB)
Strategic Study of CAE ›› 2008, Vol. 10 ›› Issue (7) : 104 -111.

An approach to bandwidth management based on fuzzy logic

Author information +
History +
PDF (725KB)

Abstract

 In networked control systems(NCSs),a fuzzy logic modulator,which is based on mapping relationship of one-dimensional input and one-dimensional output,is designed for the dynamic management of control systems' bandwidth. By adjusting a nonlinear offset factor in the fuzzy logic modulator,the control performance and requirement of bandwidth can be further improved.Moreover,the upper and lower bound of the assignable bandwidth,which guarantee the system's stability,are evaluated in terms of linear matrix inequalities and the restrained resource conditions.Finally, normalizable criterions of the quality of control (QoC) and requirement of bandwidth (RoB) are also defined,which can estimate the performance of the whole networked control systems. On those criterions, the proposed algorithm, namely fuzzy bandwidth management (FBM) , and traditional fixed bandwidth allocation (FBA) are compared. The results of simulation highlight that the proposed algorithm can significantly improve performance and save more bandwidth of control loop than the other one.

Keywords

fuzzy bandwidth management / networked control systems / quality of control / requirement ofbandwidth

Cite this article

Download citation ▾
Li Zuxin,Wang Wanliang,Lei Bicheng,Chen Huiying. An approach to bandwidth management based on fuzzy logic. Strategic Study of CAE, 2008, 10(7): 104-111 DOI:

登录浏览全文

4963

注册一个新账户 忘记密码

References

AI Summary AI Mindmap
PDF (725KB)

250

Accesses

0

Citation

Detail

Sections
Recommended

AI思维导图

/