Adaptive equalization in a sub-sampled read channel for a disk storage system

• US 5,966,415 A
• Filed: 06/13/1997
• Issued: 10/12/1999
• Est. Priority Date: 06/13/1997
• Status: Expired due to Term

• Current Assignee: Cirrus Logic Incorporated
• Original Assignee: Cirrus Logic Incorporated
• Inventors: Bliss, William G., She, Sian, Reed, David E.
• Primary Examiner(s): Chin, Stephen
• Assistant Examiner(s): GHAYOUR, MOHAMMAD H
• Application Number:
  US08/876,054
• Time in Patent Office: 851 Days
• Field of Search: 375/350, 375/341, 375/340, 375/232, 375/240, 375/254, 375/262, 375/263, 375/266, 371/40.14, 371/40.15, 371/40.16
• US Class Current: 375/350
• CPC Class Codes: G11B 20/10009 Improvement or modification of read or write signals
• CPC Class Codes: G11B 20/10037 A/D conversion, D/A conversion, sampling, slicing and digital quantisation or adjusting parameters thereof
• CPC Class Codes: G11B 20/10055 using partial response filtering when writing the signal to the medium or reading it therefrom
• CPC Class Codes: G11B 20/1403 characterised by the use of two levels
• CPC Class Codes: H04L 2025/03369 Partial response
• CPC Class Codes: H04L 2025/03471 Tapped delay lines H04L2025/03464 takes precedence
• CPC Class Codes: H04L 2025/03617 Time recursive algorithms H04L2025/03643 takes precedence

Abstract

A sampled amplitude read channel for disk storage systems is disclosed which asynchronously sub-samples an analog read signal significantly below the Nyquist rate (the baud rate) in order to increase the effective data rate without increasing the frequency of the sampling device. Interpolated timing recovery up-samples the asynchronous samples to generate sample values synchronized to the baud rate, and a Viterbi sequence detector detects the recorded digital data from the synchronous sample values. To compensate for the time-varying characteristics of the recording device, a discrete-time equalizer adaptively equalizes the asynchronous sample values using a least mean square (LMS) adaptive algorithm,

W.sub.k+1 =W.sub.k -μ·e.sub.k ·X.sub.k,

where W_k is a vector of FIR filter coefficients, μ is a programmable gain, e_k is a sample error between the FIR filter'"'"'s actual output and a desired output, and X_k is a vector of samples values from the FIR filter input.

Claims

1. A sampled amplitude read channel for reading data recorded on a disk storage medium at a predetermine baud rate by detecting the recorded data from discrete-time sample values generated by sampling an analog read signal from a read head positioned over the disk storage medium, comprising:

(a) an analog filter for substantially bandlimiting a signal spectrum of the analog read signal to less than 90% of a bandwidth of a target partial response;

(b) a sampling device for asynchronously sampling the analog read signal at less than 90% of the baud rate to generate the discrete-time sample values;

(c) an adaptive equalizer, responsive to the discrete-time sample values, for generating equalized sample values according to the target partial response; and

(d) a discrete-time sequence detector for detecting the recorded data from the equalized sample values.

2. The sampled amplitude read channel as recited in claim 1, further comprising interpolated timing recovery for interpolating the asynchronous sample values to generate synchronous sample values substantially synchronized to the baud rate.

3. The sampled amplitude read channel as recited in claim 1, wherein the adaptive equalizer comprises a plurality of coefficients adjusted in response to an error value generated relative to a difference between an actual and ideal frequency response, further comprising a low-pass error filter for bandlimiting the error value.

4. The sampled amplitude read channel as recited in claim 3, wherein a spectrum of the error filter substantially matches the bandlimited spectrum of the target partial response.

5. The sampled amplitude read channel as recited in claim 1, further comprising:

(a) interpolated timing recovery for interpolating the asynchronous sample values to generate interpolated sample values substantially synchronized to the baud rate;

(b) a sample value estimator for generating estimated ideal sample values from the interpolated sample values;

(c) an error value generator for generating a baud rate error value relative to a difference between the interpolated sample values and the estimated ideal sample values;

(d) an error filter for bandlimiting the baud rate error value;

(e) an inverse interpolator for converting the bandlimited baud rate error value to a sampling rate error value; and

(f) a coefficient updating circuit for updating coefficients of the adaptive equalizer in response to the sampling rate error value.

6. A method for reading data recorded on a disk storage medium at a predetermined baud rate by detecting the recorded data from discrete-time sample values generated by sampling an analog read signal from a read head positioned over the disk storage medium, comprising the steps of:

(a) substantially bandlimiting a signal spectrum of the analog read signal to less than 90% of a bandwidth of a target partial response;

(b) asynchronously sampling the analog read signal at less than 90% of the baud rate to generate the discrete-time sample values;

(c) adaptively equalizing the asynchronous sample values according to the target partial response to generate equalized sample values; and

(d) detecting the recorded data from the equalized sample values.

7. The method for reading data as recited in claim 6, further comprising the step of interpolating the asynchronous sample values to generate synchronous sample values substantially synchronized to the baud rate.

8. The method for reading data as recited in claim 6, further comprising the steps of:

(a) generating an error value relative to a difference between an actual and ideal frequency response;

(b) low-pass filtering the error value; and

(c) adjusting an equalizing spectrum in response to the filtered error value.

9. The method for reading data as recited in claim 8, wherein the error value is filtered according to a spectrum substantially matched to the bandlimited spectrum of the target partial response.

10. The method for reading data as recited in claim 6, further comprising the steps of:

(a) interpolating the asynchronous sample values to generate interpolated sample values substantially synchronized to the baud rate;

(b) generating estimated ideal sample values from the interpolated sample values;

(c) generating a baud rate error value relative to a difference between the interpolated sample values and the estimated ideal sample values;

(d) low-pass filtering the baud rate error value;

(e) converting the filtered baud rate error value to a sampling rate error value; and

(f) updating coefficients of the adaptive equalizer in response to the sampling rate error value.

11. A sampled amplitude read channel for reading data recorded on a disk storage medium at a predetermined baud rate by detecting the recorded data from discrete-time sample values generated by sampling an analog read signal from a read head positioned over the disk storage medium, comprising:

(a) a sampling device for asynchronously sampling the analog read signal at less than 90% of the baud rate to generate the discrete-time sample values;

(b) an adaptive equalizer, responsive to the discrete-time sample values, for generating equalized sample values according to a target partial response;

(c) interpolated timing recovery for up-sampling the equalized sample values to generate synchronous sample values substantially synchronized to the baud rate; and

(d) a discrete-time sequence detector for detecting the recorded data from the synchronous sample values.

12. The sampled amplitude read channel as recited in claim 11, further comprising an analog filter for substantially bandlimiting a signal spectrum of the analog read signal to less than 90% of a bandwidth of the target partial response.

13. The sampled amplitude read channel as recited in claim 11, wherein the adaptive equalizer comprises a plurality of coefficients adjusted in response to an error value generated relative to a difference between an actual and ideal frequency response, further comprising an error filter for low-pass filtering the error value.

14. The sampled amplitude read channel as recited in claim 13, wherein a spectrum of the error filter substantially matches the bandlimited spectrum of the target partial response.

15. The sampled amplitude read channel as recited in claim 11, further comprising:

(a) a sample value estimator for generating estimated ideal sample values from the synchronous sample values;

(b) an error value generator for generating a baud rate error value relative to a difference between the synchronous sample values and the estimated ideal sample values;

(c) an error filter for low-pass filtering the baud rate error value;

(d) an inverse interpolator for converting the filtered baud rate error value to a sampling rate error value; and

(e) a coefficient updating circuit for updating coefficients of the adaptive equalizer in response to the sampling rate error value.

16. A sampled amplitude read channel for reading data recorded on a disk storage medium at a predetermine baud rate by detecting the recorded data from discrete-time sample values generated by sampling an analog read signal from a read head positioned over the disk storage medium, comprising:

(a) a sampling device for sampling the analog read signal to generate the discrete-time sample values;

(b) a timing recovery circuit for extracting timing information from the discrete-time sample values;

(c) an adaptive equalizer, responsive to the discrete-time sample values, for generating equalized sample values according to a target partial response;

(d) a sample value estimator, responsive to the equalized sample values, for generating estimated ideal sample values corresponding to the target partial response;

(e) a sample error generator, responsive to the discrete-time sample values and the estimated ideal sample values, for generating a sample error value;

(f) a sample error adjuster for adjusting the sample error value according to a predetermined criteria to thereby generate an adjusted error value;

(g) a coefficient updating circuit for updating coefficients of the adaptive equalizer in response to the adjusted error value; and

(h) a discrete-time sequence detector for detecting the recorded data from the equalized sample values.

17. The sampled amplitude read channel as recited in claim 16, wherein the sample error adjuster is a discrete-time filter for filtering the sample error value.

18. The sampled amplitude read channel as recited in claim 17, wherein a spectrum of the discrete-time filter substantially matches a spectrum of the target partial response.

19. The sampled amplitude read channel as recited in claim 16, wherein:

(a) the sampling device samples the analog read signal asynchronous to the baud rate of the recorded data to generate asynchronous sample values; and

(b) the timing recovery circuit comprises an interpolator for interpolating the asynchronous sample values to generate synchronous sample values.

20. The sampled amplitude read channel as recited in claim 19, wherein:

(a) the sample value estimator generates the estimated ideal sample values from the synchronous sample values;

(b) the sample error generator generates a baud rate error value relative to a difference between the synchronous sample values and the estimated ideal sample values;

(c) the sample error adjuster is an error filter for bandlimiting the baud rate error value;

(d) the coefficient updating circuit comprises an inverse interpolator for converting the bandlimited baud rate error value to a sampling rate error value; and

(e) the coefficient updating circuit updates the coefficients of the adaptive equalizer in response to the sampling rate error value.