Adaptive neural network compensation of pivot nonlinearity in hard disk drives

被引：0
|
作者：
Hong, F. [1 ]
Hredzak, B. [3 ]
Ge, S. S. [2 ]
Ong, E. H. [1 ]
He, Z. [1 ]
Zhang, J. [1 ]
机构：
[1] ASTAR, Data Storage Inst, Singapore, Singapore
[2] Natl Univ Singapore, Dept Elect & Comp Engn, Singapore, Singapore
[3] Univ New South Wales, Singapore, Singapore
来源：
PROCEEDINGS OF THE 46TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-14 | 2007年
关键词：
hard disk drive; adaptive neural networks; pivot nonlinearity compensation;
D O I：
暂无
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 this paper we propose an adaptive NN control design to compensate for the pivot nonlinearity. To capture the time-varying uncertainties and nonlinearity, the adaptive tuning scheme is employed for NN weights, receptive center and width. The simulation and experimental results shows the effectiveness of the proposed scheme.
引用
收藏
页码：5749 / +
页数：4
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