Disk drive calibrating failure threshold based on noise power effect on failure detection metric
A disk drive is disclosed comprising a head actuated over a disk comprising a plurality of tracks, wherein each track comprises a plurality of data sectors. A test pattern is written to at least one data sector in at least one track, and the test pattern is read from the disk to generate a noisy read signal comprising added noise. An estimated data sequence is detected from the noisy read signal, and an amplitude of the added noise is increased until a failure detection metric reaches a metric threshold. A failure threshold is generated based on the amplitude of the added noise when the failure detection metric reaches the metric threshold, and a failure condition of the disk drive is predicted based on the failure threshold.
1. A disk drive comprising:
a disk comprising a plurality of tracks, wherein each track comprises a plurality of data sectors;
a head; and
control circuitry operable to:
write a test pattern to at least one data sector in at least one track;
read the test pattern from the disk to generate a noisy read signal comprising added noise;
detect an estimated data sequence from the noisy read signal;
increase an amplitude of the added noise until a failure detection metric reaches a metric threshold;
generate a failure threshold based on the amplitude of the added noise when the failure detection metric reaches the metric threshold; and
predict a failure condition of the disk drive based on the failure threshold.
2. The disk drive as recited in claim 1 , wherein the control circuitry is operable to increase the amplitude of the added noise by injecting noise into a base read signal generated from reading the test pattern.
3. The disk drive as recited in claim 1 , wherein the control circuitry is operable to increase the amplitude of the added noise by increasing a fly height of the head while reading the test pattern.
4. The disk drive as recited in claim 1 , wherein the control circuitry is operable to increase the amplitude of the added noise by inducing an off-track offset while reading the test pattern.
5. The disk drive as recited in claim 1 , wherein the metric threshold corresponds to an inability to accurately detect the test pattern from the noisy read signal.
6. The disk drive as recited in claim 1 , wherein the metric threshold comprises a threshold number of bits corrected in the data sector.
7. The disk drive as recited in claim 1 , wherein:
the control circuitry is operable to detect the estimated data sequence using an iterative sequence detector; and
the metric threshold comprises a number of iterations needed to accurately recover the test pattern.
8. The disk drive as recited in claim 1 , wherein the control circuitry is further operable to generate the failure threshold based on an offset from the amplitude of the added noise that causes the failure detection metric to reach the metric threshold.
9. The disk drive as recited in claim 1 , wherein the control circuitry is further operable to:
write a test pattern to a plurality of the data sectors;
read the test pattern from the plurality of the data sectors to generate the noisy read signal;
measure the failure detection metric for each data sector for each amplitude of the noise;
generate a statistical detection metric based on the failure detection metrics measured for the plurality of data sectors; and
generate the failure threshold based on the amplitude of the noise when the statistical detection metric reaches a predetermined value.
10. The disk drive as recited in claim 9 , wherein the statistical detection metric corresponds to a percentage of the data sectors having the failure detection metric reach the metric threshold.
11. The disk drive as recited in claim 10 , wherein the control circuitry is further operable to generate the failure threshold based on an offset from the amplitude of the added noise that that causes the statistical detection metric to reach the predetermined value.
12. The disk drive as recited in claim 1 , wherein the control circuitry is further operable to predict the failure condition of the disk drive when the failure detection metric exceeds the failure threshold and the amplitude of the added noise is substantially zero.
13. A method of operating a disk drive comprising a head actuated over a disk comprising a plurality of tracks, wherein each track comprises a plurality of data sectors, the method comprising:
writing a test pattern to at least one data sector in at least one track;
reading the test pattern from the disk to generate a noisy read signal comprising added noise;
detecting an estimated data sequence from the noisy read signal;
increasing an amplitude of the added noise until a failure detection metric reaches a metric threshold;
generating a failure threshold based on the amplitude of the added noise when the failure detection metric reaches the metric threshold; and
predicting a failure condition of the disk drive based on the failure threshold.
14. The method recited in claim 13 , wherein increasing the amplitude of the added noise comprises injecting noise into a base read signal generated from reading the test pattern.
15. The method as recited in claim 13 , wherein increasing the amplitude of the added noise comprises increasing a fly height of the head while reading the test pattern.
16. The method as recited in claim 13 , wherein increasing the amplitude of the added noise comprises inducing an off-track offset while reading the test pattern.
17. The method as recited in claim 13 , wherein the metric threshold corresponds to an inability to accurately detect the test pattern from the noisy read signal.
18. The method as recited in claim 13 , wherein the metric threshold comprises a threshold number of bits corrected in the data sector.
19. The method as recited in claim 13 , wherein:
the method further comprises detecting the estimated data sequence using an iterative sequence detector; and
the metric threshold comprises a number of iterations needed to accurately recover the test pattern.
20. The method as recited in claim 13 , further comprising generating the failure threshold based on an offset from the amplitude of the added noise that causes the failure detection metric to reach the metric threshold.
21. The method as recited in claim 13 , further comprising:
writing a test pattern to a plurality of the data sectors;
reading the test pattern from the plurality of the data sectors to generate the noisy read signal;
measuring the failure detection metric for each data sector for each amplitude of the noise;
generating a statistical detection metric based on the failure detection metrics measured for the plurality of data sectors; and
generating the failure threshold based on the amplitude of the noise when the statistical detection metric reaches a predetermined value.
22. The method as recited in claim 21 , wherein the statistical detection metric corresponds to a percentage of the data sectors having the failure detection metric reach the metric threshold.
23. The method as recited in claim 22 , further comprising generating the failure threshold based on an offset from the amplitude of the added noise that that causes the statistical detection metric to reach the predetermined value.
24. The method as recited in claim 13 , further comprising predicting the failure condition of the disk drive when the failure detection metric exceeds the failure threshold and the amplitude of the added noise is substantially zero.