Control of coefficient drift for fractionally spaced equalizers

• US 4,384,355 A
• Filed: 12/05/1980
• Issued: 05/17/1983
• Est. Priority Date: 10/15/1979
• Status: Expired due to Term

• Current Assignee: Bell Telephone Laboratories, Inc. (Nokia Corporation)
• Original Assignee: Bell Telephone Laboratories, Inc. (Nokia Corporation)
• Inventors: Werner, Jean-Jacques
• Primary Examiner(s): YUSKO, DONALD
• Application Number:
  US06/213,463
• Time in Patent Office: 893 Days
• Field of Search: 375/11, 375/14, 328/168, 329/168, 329/170, 333/18, 333/28 R
• US Class Current: 375/234
• CPC Class Codes: H04L 27/01 Equalisers baseband equalizers at the transmitter end H04L25/03343; in analogue transmission systems H04B3/04, H04B7/005

Abstract

Tap coefficient drift in a fractionally spaced equalizer (10) is minimized by adding signal energy (n(t)) to the received data signal (s_r (t)) at frequencies where the sampled channel transfer function has substantially zero gain.

Claims

1. Apparatus for processing a received data signal transmitted to said apparatus over a band-limited transmission channel, said received data signal representing a succession of data signal values occurring at T second intervals, said apparatus comprising

means for forming a sampled signal comprised of a succession of samples occurring at a predetermined rate of p/T samples per second, p>

1, said sampled signal including energy derived from said received data signal distributed in a first plurality of frequency bands and further including additional energy distributed at frequencies intermediate said frequency bands,

means for equalizing said sampled signal,

means for recovering said data signal values from the output of said equalizing means, and

means for repetitively updating the response of said equalizing means.

2. The invention of claim 1 wherein said data signal has a percent rolloff β

and wherein p>

(1+β

).

4. The invention of claims 1, 2 or 3 wherein said additional energy is comprised of a plurality of sinusoids, each having a selected frequency.

5. The invention of claims 1, 2 or 3 wherein said additional energy is comprised of at least one sinusoid, the frequency of which is varied in a predetermined manner.

6. The invention of claims 1, 2 or 3 wherein said additional energy is comprised of noise energy.

3. Apparatus for processing a received signal transmitted with a percent rolloff β

to said apparatus over a band-limited transmission channel, said received signal representing a succession of data symbols occurring at T second intervals, said apparatus comprising

means for forming a sampled signal comprised of a succession of samples occurring at a predetermined rate of p/T samples per second, p>

(1+β

), said sampled signal including energy derived from said received signal distributed in a first plurality of frequency bands and further including additional energy distributed at frequencies intermediate said frequency bands,

means operative during successive T second intervals for forming respective equalizer outputs each equal to the sum of the products of a plurality of coefficients with a plurality of said samples,

means responsive to at least ones of the equalizer outputs for forming decisions as to respective ones of the data symbols and for forming corresponding error signals, and

means for updating the values of said coefficients in response to at least ones of said error signals.

7. The invention of claim 3 wherein said updating means is comprised of means for updating the values of said coefficients in such a way as to minimize the average of the value of the squares of said ones of said error signals.

8. Apparatus for use in a receiver which receives a passband signal transmitted to said receiver with a percent rolloff β

over a band-limited transmission channel, said received passband signal representing a succession of data signal values occurring at T second intervals, said apparatus comprising

means for forming a sampled signal comprised of a succession of samples occurring at a predetermined rate of p/T samples per second, p>

(1+β

), said sampled signal including energy derived from said received passband signal distributed in a first plurality of frequency bands and further including additional energy distributed at frequencies intermediate said frequency bands, and

signal processing means operative during each one of a succession of T second intervals for forming a decision as to an individual one of said data signal values, said signal processing means comprising

equalizer means for multiplying at least individual ones of a predetermined number of the most recently formed ones of said samples with individual ones of a plurality of coefficients, each coefficient having a predetermined value associated with said one of said intervals,

means for demodulating the sum of the resulting products to form a baseband output, and

means responsive to said baseband output for forming said decision and for forming a passband error signal, said passband error signal being equal to the difference between said sum and a remodulated version of said decision, said equalizer means including means for determining in response to said passband error signal the value of said each coefficient associated with a subsequent one of said intervals.

9. The invention of claim 8 wherein said sampled signal forming means is comprised of

means for combining with said received passband signal a signal having energy within the range (0-2π

p/T) rad/sec at frequencies at which the transfer function of said transmission channel has substantially zero gain and

means for sampling the output of said combining means at said predetermined rate.

10. The invention of claim 8 wherein said received passband signal has a radian carrier frequency ω

_c and wherein β

=(ω

_co T/π

-1), (ω

_c +ω

_co) being the highest frequency at which the transfer function of said transmission channel has substantially zero gain.

11. The invention of claims 8, 9 or 10 wherein said additional energy is comprised of a plurality of sinusoids each having a selected frequency.

12. The invention of claims 8, 9 or 10 wherein said additional energy is comprised of at least one sinusoid, the frequency of which is varied in a predetermined manner.

13. The invention of claims 8, 9 or 10 wherein said additional energy is comprised of random noise energy.

14. The invention of claim 10 wherein said determining means includes means for combining an updating term with the value of said each coefficient associated with said one of said intervals, the magnitude of said updating term being equal to a predetermined fraction of the product of a passband error signal formed during a predetermined one of said intervals with the sample with which said one coefficient was multiplied during said predetermined one of said intervals.

15. An arrangement for processing a received data signal transmitted with a percent rolloff β

to said arrangement over a band-limited transmission channel at 1/T symbols per second, said arrangement comprising

means for combining a second signal with said received signal to generate a combined signal,

means for forming samples of said combined signal at a rate of p/T samples per second, p>

(1+β

), said second signal having energy within the range (0-2π

p/T) rad/sec at frequencies at which the transfer function of said transmission channel has substantially zero gain,

means for equalizing said samples,

means for forming decisions as to the values of said symbols in response to the equalized samples, and

means for repetitively updating the response of said equalizing means.

17. The invention of claims 15 or 16 wherein said second signal is comprised of a plurality of sinusoids, each having a selected frequency.

18. The invention of claims 15 or 16 wherein said second signal is comprised of at least one sinusoid, the frequency of which is varied in a predetermined manner.

19. The invention of claims 15 or 16 wherein said second signal is a noise signal.

20. The invention of claims 15 or 16 wherein said data signal is a passband signal having a radian carrier frequency ω

_c and wherein the highest frequency at which the transfer function of said transmission channel has substantially non-zero gain is (ω

_c +(1+β

)π

/T).

16. An arrangement for processing a received data signal transmitted with a percent rolloff β

, to said arrangement over a band-limited transmission channel at 1/T symbols per second, said arrangement comprising

means for combining a second signal with said received signal to generate a combined signal,

means responsive to said combined signal for forming a sampled signal at a rate of p/T samples per second, p>

(1+β

), said second signal having energy within the range (0-2π

p/T) rad/sec at frequencies at which the transfer function of said transmission channel has substantially zero gain,

means operative during successive T second intervals for forming respective equalizer outputs each equal to the sum of the products of a plurality of coefficients with respective ones of a plurality of said samples,

means responsive to at least ones of the equalizer outputs for forming decisions as to the values of respective ones of the transmitted symbols and for forming corresponding error signals, and

means for updating the values of said coefficients in response to at least ones of said error signals.

21. The invention of claim 16 wherein said updating means is comprised of means for updating each of said coefficients in such a way as to minimize the average of the value of the squares of said error signals.

22. A method for processing a data signal received over a band-limited transmission channel, said received data signal representing a succession of data symbols occurring at T second intervals, said method comprising the steps of

forming a sampled signal comprised of a succession of samples occurring at a predetermined rate of p/T samples per second, p>

1, said sampled signal including energy derived from said received data signal distributed in a first plurality of frequency bands and further including additional energy distributed at frequencies intermediate said frequency bands,

equalizing said sampled signal in an equalizer,

recovering said symbols from the equalized sampled signal, and

repetitively updating the response of said equalizer.

23. The invention of claim 22 wherein said data signal has a percent rolloff β

and wherein p>

(1+β

).

25. The invention of claims 22, 23 or 24 wherein said additional energy is comprised of a plurality of sinusoids, each having a selected frequency.

26. The invention of claims 22, 23 or 24 wherein said additional energy is comprised of at least one sinusoid, the frequency of which is varied in a predetermined manner.

27. The invention of claims 22, 23 or 24 wherein said additional energy is comprised of noise energy.

24. A method for processing a signal having a percent rolloff β

received over a band-limited transmission channel, said received signal representing a succession of data signal values occurring at T second intervals, said method comprising the steps of

forming a sampled signal comprised of a succession of samples occurring at a predetermined rate of p/T samples per second, p>

(1+β

), said sampled signal including energy derived from said received signal distributed in a first plurality of frequency bands and further including additional energy distributed at frequencies intermediate said frequency bands,

forming during successive T second intervals respective equalizer outputs each equal to the sum of the products of a plurality of coefficients with a plurality of said samples,

forming in response to at least ones of the equalizer outputs (a) decisions as to respective ones of the data signal values and (b) corresponding error signals, and

updating the values of said coefficients in response to at least ones of said error signals.

28. The invention of claim 24 wherein said updating step is comprised of the step of updating the values of said coefficients in such a way as to minimize the average of the value of the squares of said ones of said error signals.

29. A method for use in a receiver which receives a passband signal transmitted to said receiver with a percent rolloff β

over a band-limited transmission channel, said received passband signal representing a succession of data symbols occurring at T second intervals, said method comprising the steps of

forming a sampled signal comprised of a succession of samples occurring at a predetermined rate of p/T samples per second, p>

(1+β

), said sampled signal including energy derived from said received passband signal distributed in a first plurality of frequency bands and further including additional energy distributed at frequencies intermediate said frequency bands, and

forming during each one of a succession of T second intervals a decision as to the value of an individual one of said symbols, said decision forming step comprising the steps of

multiplying at least individual ones of a predetermined number of the most recently formed ones of said samples with individual ones of a plurality of coefficients, each coefficient having a predetermined value associated with said one of said intervals,

demodulating the sum of the resulting products to form a baseband output,

forming said decision and a passband error signal in response to said baseband output, said passband error signal being equal to the difference between said sum and a remodulated version of said decision, and

determining in response to said passband error signal the value of said each coefficient associated with a subsequent one of said intervals.

30. The invention of claim 29 wherein said sampled signal forming step is comprised of the steps of

combining with said received passband signal a signal having energy within the range (0-2π

p/T) rad/sec at frequencies at which the transfer function of said transmission channel has substantially zero gain and

sampling the output of said combining means at said predetermined rate.

31. The invention of claim 30 wherein said received passband signal has a radian carrier frequency ω

_c and wherein β

=(ω

_co T/π

-1), (ω

_c +ω

_co) being the highest frequency at which the transfer function of said transmission channel has said substantially zero gain.

32. The invention of claims 29, 30 or 31 wherein said additional energy is comprised of a plurality of sinusoids each having a selected frequency.

33. The invention of claims 29, 30 or 31 wherein said additional energy is comprised of at least one sinusoid, the frequency of which is varied in a predetermined manner.

34. The invention of claims 29, 30 or 31 wherein said additional energy is comprised of random noise energy.

35. The invention of claim 31 wherein said determining step includes the step of combining an updating term with the value of said each coefficient associated with said one of said intervals, the magnitude of said updating term being equal to a predetermined fraction of the product of a passband error signal formed during a predetermined one of said intervals with the sample with which said one coefficient was multiplied during said predetermined one of said intervals.

36. A method for use in an arrangement for processing a received data signal transmitted to said arrangement over a band-limited transmission channel at 1/T data signal values per second, said received signal having a percent rolloff β

, said method comprising the steps of

combining a second signal with said received signal to generate a combined signal,

forming a sampled signal at a rate of p/T samples per second in response to said combined signal, p>

(1+β

), said second signal having energy within the range (0-2π

p/T) rad/sec at frequencies at which the transfer function of said transmission channel has substantially zero gain,

equalizing said sampled signal in an equalizer,

forming decisions as to said data signal values in response to the equalized sampled signal, and

periodically updating the response of said equalizer.

38. The invention of claims 36 or 37 wherein said second signal is comprised of a plurality of sinusoids, each having a selected frequency.

39. The invention of claims 36 or 37 wherein said second signal is comprised of at least one sinusoid, the frequency of which is varied in a predetermined manner.

40. The invention of claims 36 or 37 wherein said second signal is a noise signal.

41. The invention of claims 36 or 37 wherein said data signal is a passband signal having a radian carrier frequency ω

_c and wherein the highest frequency at which the transfer function of said transmission channel has substantially non-zero gain is (ω

_c +(1+β

)π

/T).

37. A method for use in an arrangement for processing a received data signal transmitted with a percent rolloff β

to said arrangement over a band-limited transmission channel at 1/T data signal values per second, said method comprising the steps of

combining a second signal with said received signal to generate a combined signal,

forming samples of said combined signal at a rate of p/T samples per second, p>

(1+β

), said second signal having energy within the range (0-2π

p/T) rad/sec at frequencies at which the transfer function of said transmission channel has substantially zero gain,

forming during successive T second intervals respective equalizer outputs each equal to the sum of the products of a plurality of coefficients with respective ones of a plurality of said samples,

forming in response to at least ones of the equalizer outputs (a) decisions as to the values of respective ones of the transmitted data signal values and (b) corresponding error signals, and

updating the values of said coefficients in response to at least ones of said error signals.

42. The invention of claim 37 wherein said updating step is comprised of the step of updating each of said coefficients in such a way as to minimize the average of the value of the squares of said error signals.