Target parameter adaptation
View Patent ↗An apparatus may include a circuit including a filter configured to update one or more adaptive coefficients of the filter based on an error signal. Further, the circuit may update a constrained coefficient of the filter based on the one or more adaptive coefficients, the constrained coefficient and a desired value. Moreover, the circuit may generate a sample of a sample sequence based on the one or more adaptive coefficients and the updated constrained coefficient, the error signal being based on the sample sequence.
1. An apparatus comprising:
a circuit including a filter configured to:
update one or more adaptive coefficients of the filter based on an error signal;
update a constrained coefficient of the filter based on the one or more adaptive coefficients, the constrained coefficient and a desired value, the update of the one or more adaptive coefficients of the filter not based on the desired value; and
generate a sample of a sample sequence based on the one or more adaptive coefficients and the updated constrained coefficient, the error signal being based on the sample sequence.
2. The apparatus of claim 1 , further comprising the circuit further configured to:
generate an equalized sample sequence by equalizing a plurality of samples of a digitized sample sequence based on one or more equalizer parameters, the equalized sample sequence including a plurality of equalized samples.
3. The apparatus of claim 2 , further comprising the circuit further configured to:
generate an output signal based on the equalized sample sequence, the one or more adaptive coefficients and the updated constrained coefficient; and
perform generation of the sample of the sample sequence based on one of a known value corresponding to the output signal and an estimated value corresponding to the output signal.
4. The apparatus of claim 2 , further comprising the circuit further configured to:
generate the error signal based on a difference between the equalized sample sequence and the sample sequence.
5. The apparatus of claim 1 , further comprising the circuit further configured to:
perform an update of another constrained coefficient of an equalizer of a read channel based on a difference between:
a summation of absolute values of values of the one or more adaptive coefficients and the constrained coefficient; and
the desired value.
6. The apparatus of claim 1 further comprising the circuit further configured to:
perform the update of the constrained coefficient based on the one or more adaptive coefficients, the constrained coefficient and the desired value based on a difference between:
a summation of absolute values of the values of the one or more adaptive coefficients and the constrained coefficient; and
the desired value.
7. The apparatus of claim 1 , further comprising the one or more adaptive coefficients and the constrained coefficient being coefficients of a target polynomial of a finite impulse response filter.
8. The apparatus of claim 1 , further comprising the circuit configured to perform the update of the adaptive coefficients using a minimum mean square error criteria.
9. The apparatus of claim 1 , further comprising the circuit configured to perform the update of the constrained coefficient using gradient descent.
10. A system comprising:
a filter circuit configured to:
update one or more adaptive coefficients of the filter circuit based on an error signal using a first update algorithm;
update a constrained coefficient of the filter based on the one or more adaptive coefficients, the constrained coefficient and a desired value using a second update algorithm different from the first update algorithm; and
generate a sample of a sample sequence based on the one or more adaptive coefficients and the updated constrained coefficient, the error signal being based on the sample sequence.
11. The system of claim 10 further comprising:
an equalizer circuit configured to generate an equalized sample sequence by equalizing a plurality of samples of a digitized sample sequence based on one or more equalizer parameters, the equalized sample sequence including a plurality of equalized samples.
12. The system of claim 11 further comprising:
a detector circuit configured to generate an output signal based on the equalized sample sequence and the one or more adaptive coefficients and the updated constrained coefficient; and
the filter circuit configured to perform generation of the sample of the sample sequence based on one of a known value corresponding to the output signal and an estimated value corresponding to the output signal.
13. The system of claim 11 further comprising:
an adder circuit configured to generate the error signal based on a difference between the equalized sample sequence and the sample sequence.
14. The system of claim 11 further comprising the circuit further configured to:
perform an update of another constrained coefficient of an equalizer of a read channel based on a difference between:
a summation of absolute values of the values of the one or more adaptive coefficients and the constrained coefficient; and
the desired value.
15. The system of claim 10 further comprising the circuit configured to perform the update of the constrained coefficient based on the one or more adaptive coefficients, the constrained coefficient and the desired value based on a difference between:
a summation of absolute values of the values of the one or more adaptive coefficients and the constrained coefficient; and
the desired value.
16. The system of claim 10 further comprising the one or more adaptive coefficients and the constrained coefficient being coefficients of a target polynomial of a finite impulse response filter.
17. A method comprising:
updating one or more adaptive parameters of a filter based on an error signal using a first update criteria;
updating a constrained parameter of the filter based on the one or more adaptive parameters, the constrained parameter and a desired value using a second update criteria different from the first update criteria; and
generating a sample of a sample sequence based on the one or more adaptive parameters and the updated constrained parameter, the error signal being based on the sample sequence.
18. The method of claim 17 further comprising:
generating an equalized sample sequence by equalizing a plurality of samples of a digitized sample sequence based on one or more equalizer parameters, the equalized sample sequence including a plurality of equalized samples;
generating an output signal based on the equalized sample sequence, the one or more adaptive parameters and the updated constrained parameter; and
generating the error signal based on a difference between the equalized sample sequence and the sample sequence.
19. The method of claim 18 further comprising:
performing the updating of the constrained parameter based on the one or more adaptive parameters, the constrained parameter and the desired value based on a difference between:
a summation of absolute values of the values of the one or more adaptive parameters and the constrained parameter; and
the desired value.
20. The method of claim 17 further comprising the one or more adaptive parameters and the constrained parameter being coefficients of a target polynomial of a finite impulse response filter.