Disk drive optimizing filters based on sensor signal and disturbance signal for adaptive feed-forward compensation

• US 9,058,827 B1
• Filed: 06/25/2013
• Issued: 06/16/2015
• Est. Priority Date: 06/25/2013
• Status: Active Grant

• Current Assignee: JP Morgan Chase Bank, N.A. (JP Morgan Chase & Co)
• Original Assignee: Western Digital Technologies Incorporated (Western Digital Corporation)
• Inventors: Tu, Kuang-Yang, Xi, Wei, Zhou, Jianguo, Chen, Teddy T.
• Primary Examiner(s): Wong, K.
• Application Number:
  US13/927,096
• Time in Patent Office: 721 Days
• Field of Search: None
• US Class Current: 1/1
• CPC Class Codes: G11B 5/59694 System adaptation for working during or after external perturbation, e.g. in the presence of a mechanical oscillation caused by a shock

Abstract

A disk drive is disclosed comprising a servo control system operable to actuate a head over a disk. A sensor signal is filtered with a first filter comprising a frequency response, and the filtered sensor signal is filtered to generate a compensated sensor signal. An error signal is filtered with a second filter comprising the frequency response, and an adaptation control signal is generated based on the compensated sensor signal and the filtered error signal. An adaptive filter is adapted in response to the adaptation control signal, wherein the adaptive filter filters the sensor signal to generate feed-forward compensation values. The feed-forward compensation values are applied to the servo control system to compensate for the disturbance. A disturbance signal that represents the disturbance is generated, and the frequency response of the first and second filters is optimized based on the sensor signal and the disturbance signal.

Claims

1. A disk drive comprising:

a disk;

a head; and

control circuitry comprising a servo control system operable to actuate the head over the disk, the control circuitry operable to;

generate a sensor signal in response to a disturbance;

generate an error signal of the servo control system;

filter the sensor signal with a first filter comprising a frequency response to generate a filtered sensor signal;

filter the filtered sensor signal to generate a compensated sensor signal;

filter the error signal with a second filter comprising the frequency response to generate a filtered error signal;

generate an adaptation control signal based on the compensated sensor signal and the filtered error signal;

adapt an adaptive filter in response to the adaptation control signal, wherein the adaptive filter filters the sensor signal to generate feed-forward compensation values;

apply the feed-forward compensation values to the servo control system to compensate for the disturbance;

generate a disturbance signal that represents the disturbance; and

optimize the frequency response of the first and second filters based on the sensor signal and the disturbance signal.

2. The disk drive as recited in claim 1, wherein the servo control system actuates the head radially over the disk.

3. The disk drive as recited in claim 2, wherein the error signal represents a difference between a measured radial location and a reference radial location.

4. The disk drive as recited in claim 1, wherein the control circuitry is operable to optimize the frequency response of the first and second filters based on a correlation of the sensor signal with the disturbance signal.

5. The disk drive as recited in claim 4, wherein the frequency response comprises at least one bandpass component corresponding to when the correlation is greater than a threshold.

6. The disk drive as recited in claim 5, wherein the frequency response comprises the bandpass component when the corresponding disturbance signal is greater than a threshold.

7. The disk drive as recited in claim 1, wherein the servo control system comprises a compensator and an actuator.

8. The disk drive as recited in claim 7, wherein the control circuitry is operable to apply the feed-forward compensation values to an output of the compensator.

9. The disk drive as recited in claim 7, wherein the control circuitry is operable to generate the disturbance signal based on a difference between an input to the actuator and an output of the actuator.

10. The disk drive as recited in claim 9, wherein the control circuitry is operable to optimize the frequency response of the first and second filters based on a correlation of the sensor signal with the disturbance signal.

11. The disk drive as recited in claim 10, wherein the frequency response comprises at least one bandpass component corresponding to when the correlation is greater than a threshold.

12. The disk drive as recited in claim 11, wherein the frequency response comprises the bandpass component when the corresponding disturbance signal is greater than a threshold.

13. The disk drive as recited in claim 1, wherein the control circuitry is operable to adapt the adaptive filter according to:

θ

(k+1)=θ

(k)+μ

(k)φ

_f(k)e_f(k)

where;

θ

represents coefficients of the adaptive filter;

μ

represents a learning coefficient;

φ

_f(k) represents the compensated sensor signal; and

e_f(k) represents the filtered error signal.

14. A method of operating a disk drive comprising a disk, a head, and control circuitry comprising a servo control system operable to actuate the head over the disk, the method comprising:

generating a sensor signal in response to a disturbance;

generating an error signal of the servo control system;

filtering the sensor signal with a first filter comprising a frequency response to generate a filtered sensor signal;

filtering the filtered sensor signal to generate a compensated sensor signal;

filtering the error signal with a second filter comprising the frequency response to generate a filtered error signal;

generating an adaptation control signal based on the compensated sensor signal and the filtered error signal;

adapting an adaptive filter in response to the adaptation control signal, wherein the adaptive filter filters the sensor signal to generate feed-forward compensation values;

applying the feed-forward compensation values to the servo control system to compensate for the disturbance;

generating a disturbance signal that represents the disturbance; and

optimizing the frequency response of the first and second filters based on the sensor signal and the disturbance signal.

15. The method as recited in claim 14, wherein the servo control system actuates the head radially over the disk.

16. The method as recited in claim 15, wherein the error signal represents a difference between a measured radial location and a reference radial location.

17. The method as recited in claim 14, further comprising optimizing the frequency response of the first and second filters based on a correlation of the sensor signal with the disturbance signal.

18. The method as recited in claim 17, wherein the frequency response comprises at least one bandpass component corresponding to when the correlation is greater than a threshold.

19. The method as recited in claim 18, wherein the frequency response comprises the bandpass component when the corresponding disturbance signal is greater than a threshold.

20. The method as recited in claim 14, wherein the servo control system comprises a compensator and an actuator.

21. The method as recited in claim 20, further comprising applying the feed-forward compensation values to an output of the compensator.

22. The method as recited in claim 20, further comprising generating the disturbance signal based on a difference between an input to the actuator and an output of the actuator.

23. The method as recited in claim 22, further comprising optimizing the frequency response of the first and second filters based on a correlation of the sensor signal with the disturbance signal.

24. The method as recited in claim 23, wherein the frequency response comprises at least one bandpass component corresponding to when the correlation is greater than a threshold.

25. The method as recited in claim 24, wherein the frequency response comprises the bandpass component when the corresponding disturbance signal is greater than a threshold.

26. The method as recited in claim 14, further comprising adapting the adaptive filter according to:

θ

(k+1)=θ

(k)+μ

(k)φ

_f(k)e_f(k)

where;

θ

represents coefficients of the adaptive filter;

μ

represents a learning coefficient;

φ

_f(k) represents the compensated sensor signal; and

e_f(k) represents the filtered error signal.