Modeling and compensation of pivot nonlinearity in hard disk drives

被引:0
|
作者
Hredzak, Branislav [1 ]
Hong, Fan [2 ]
Ge, S. S. [3 ]
Zhang, Jingliang [2 ]
He, Zhimin
机构
[1] Univ New South Wales Asia, Singapore, Singapore
[2] ASTAR, Data Storage Inst, Singapore, Singapore
[3] Natl Univ Singapore, Dept Elect & Comp Engn, Singapore, Singapore
关键词
magnetic disk drive; servo control; pivot nonlinearity; friction model; friction compensation; adaptive neural networks;
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 a new, straightforward approach to derive model of the pivot nonlinearity in the hard disk drive. The proposed nonlinear model is not based on classical pivot nonlinearity models. It is derived using frequency domain measurements obtained for different amplitudes of the actuator excitation current. One of the advantages of the obtained model is that it is derived using actual experimental measurements conducted under the real operating conditions of the hard disk drive. Experimental results show good match of the derived model with both the frequency and time domain measurements. The derived model is subsequently used for feedforward compensation of the pivot nonlinearity and the experimental results are presented. Simulation studies are carried out for adaptive neural network compensation using the derived model.
引用
收藏
页码:1558 / +
页数:2
相关论文
共 50 条
  • [1] Experimental modeling and compensation of pivot nonlinearity in hard disk drives
    Yan, TH
    Lin, RM
    [J]. IEEE TRANSACTIONS ON MAGNETICS, 2003, 39 (02) : 1064 - 1069
  • [2] Modeling and cancellation of pivot nonlinearity in hard disk drives
    Gong, JQ
    Guo, L
    Lee, HS
    Yao, B
    [J]. IEEE TRANSACTIONS ON MAGNETICS, 2002, 38 (05) : 3560 - 3565
  • [3] Adaptive neural network compensation of pivot nonlinearity in hard disk drives
    Hong, F.
    Hredzak, B.
    Ge, S. S.
    Ong, E. H.
    He, Z.
    Zhang, J.
    [J]. PROCEEDINGS OF THE 46TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-14, 2007, : 5749 - +
  • [4] A pivot nonlinearity compensation by use of variable structure estimator for hard disk drives
    Ohno, K
    Horowitz, R
    [J]. MICROSYSTEM TECHNOLOGIES-MICRO-AND NANOSYSTEMS-INFORMATION STORAGE AND PROCESSING SYSTEMS, 2005, 11 (8-10): : 702 - 710
  • [5] A pivot nonlinearity compensation by use of variable structure estimator for hard disk drives
    Keitaro Ohno
    Roberto Horowitz
    [J]. Microsystem Technologies, 2005, 11 : 702 - 710
  • [6] An improved adaptive neural network compensation of pivot nonlinearity in hard disk drives
    Hong, Fan
    Du, Chunling
    [J]. AMC '08: 10TH INTERNATIONAL WORKSHOP ON ADVANCED MOTION CONTROL, VOLS 1 AND 2, PROCEEDINGS, 2008, : 440 - 443
  • [7] Modeling and cancellation of pivot nonlinearity in hard disk drive
    Gong, JQ
    Guo, L
    Lee, HS
    Yao, B
    [J]. PROCEEDINGS OF THE 2002 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 2002, 1-6 : 4111 - 4115
  • [8] Disk drive pivot nonlinearity modeling and compensation through fuzzy logic
    Huang, T
    Ding, Y
    Weerasooriya, S
    Low, TS
    [J]. IEEE TRANSACTIONS ON MAGNETICS, 1998, 34 (01) : 30 - 35
  • [9] Pivot friction compensation using an accelerometer and a disturbance observer for hard disk drives
    Ishikawa, J
    Tomizuka, M
    [J]. IEEE-ASME TRANSACTIONS ON MECHATRONICS, 1998, 3 (03) : 194 - 201
  • [10] Pivot friction compensation using an accelerometer and a disturbance observer for hard disk drives
    Ishikawa, J
    [J]. NEC RESEARCH & DEVELOPMENT, 1998, 39 (02): : 140 - 147