Feedback nonlinear equalization of modulated data signals

• US RE31,351 E
• Filed: 12/24/1981
• Issued: 08/16/1983
• Est. Priority Date: 08/04/1978
• Status: Expired due to Term

• Current Assignee: Bell Telephone Laboratories, Inc. (Nokia Corporation)
• Original Assignee: Bell Telephone Laboratories, Inc. (Nokia Corporation)
• Inventors: Falconer, David D.
• Primary Examiner(s): Masinick, Michael A.
• Application Number:
  US06/334,308
• Time in Patent Office: 600 Days
• Field of Search: 375/11, 375/14, 375/15, 375/16, 333/18, 333/17, 328/155, 328/162
• US Class Current: 375/235
• CPC Class Codes: H04L 27/01 Equalisers baseband equalizers at the transmitter end H04L25/03343; in analogue transmission systems H04B3/04, H04B7/005

Abstract

A receiver for a quadrature amplitude modulated data signal impaired by linear and nonlinear distortion, phase jitter and additive noise includes circuitry which compensates for these impairments. In particular, the receiver includes a processor (FIG. 1 44; FIG. 2, 44'"'"') which subtracts a feedback nonlinear signal (FIG. 1, D(n); FIG. 2, D'"'"'(n)) from each sample of the received signal, either prior or subsequent to demodulation, providing compensation for nonlinear intersymbol interference. The feedback nonlinear signal subtracted from each sample is comprised of a weighted sum of products of individual data decisions and/or the complex conjugates of data decisions, each such product, in turn, being multiplied by a predetermined harmonic of the carrier frequency. In an illustrative embodiment, compensation for second- and third-order intersymbol interference is provided by including two- and three-multiplicand weighted products in the feedback nonlinear signal. Weighting coefficients for each product are adaptively updated in a decision-directed manner.

Claims

1. An arrangement for .[.equalizing.]. .Iadd.processing .Iaddend.samples of a received modulated data signal having a predetermined carrier frequency, said arrangement including means operative in response to said samples for forming decisions as to the values of data symbols represented thereby, each of said decisions being represented by a complex number,

characterized in that said arrangement further includes means (51-55, 61-65) for forming a plurality of signal products associated with an individual one of said samples, each multiplicand of each product being derived from a respective one of said decisions, each said respective one of said decisions bearing a predetermined temporal relationship to said one of said samples, at least one multiplicand of individual ones of said signal products being the complex conjugate of the decision from which said one multiplicand is derived, and means (71-75) for multiplying each of .Iadd.at least ones of .Iaddend.said products by an associated coefficient and by a predetermined harmonic of said carrier frequency to form a plurality of modulated weighted products, .Iadd.and further characterized in that .Iaddend.said decision forming means .[.including.]. .Iadd.includes .Iaddend.data recovery means (14, 17) for forming a decision as to the value of the data symbol represented by said one of said samples in response to said modulated weighted products.

2. The invention of claim 1 wherein said modulated data signal is of the type in which both the carrier phase and amplitude are information-bearing.

3. The invention of claim 2 wherein said modulated data signal is a quadrature amplitude modulated signal.

4. The invention of claims 2 or 3 wherein said decision forming means includes means for applying to said data recovery means said modulated weighted products and a demodulated version of said one of said samples.

5. The invention of claim 4 wherein the harmonic by which each of .Iadd.said at least ones of .Iaddend.said products is multiplied is of the form e^j[2π

f.sbsp.c^nT(x-y-1)+Φ

.sbsp.x,y^], where f_c is said carrier frequency, n is the sample time index, T is the sample interval, x is the number of decisions in said each of said products, y is the number of complex conjugates of decisions in said each of said products and Φ

_x,y is a selected phase angle.

6. The invention of claims 2 or 3 wherein said decision forming means further includes means for combining said one of said samples with said modulated weighted products to form a combined modulated signal, means for demodulating said combined modulated signal and means for applying the demodulated signal to said data recovery means.

7. The invention of claim 6 wherein the harmonic by which each of .Iadd.said at least ones of .Iaddend.said products is multiplied is of the form e^j[2π

f.sbsp.c^nT(x-y)+Φ

.sbsp.x,y^], where f_c is said carrier frequency, n is the sample time index, T is the sample interval, x is the number of decisions in said each of said products, y is the number of complex conjugates of decisions in said each of said products and Φ

_x,y is a predetermined phase angle.

8. An arrangement operative during each one of a plurality of successive sampling periods for .[.equalizing.]. .Iadd.processing .Iaddend.a respective one of a succession of .Iadd.linearly equalized .Iaddend.samples of a received modulated data signal having a predetermined carrier frequency, said arrangement including feedback means (FIG. 1, 44;

FIG. 2, 44'"'"') for generating an individual feedback signal associated with said one sample, and decision forming means (FIG. 1-12, 14, 17, 46;

FIG. 2-12, 14, 17, 46'"'"') jointly responsive to said one sample and its associated feedback signal for forming a decision as to the value of .[.the.]. .Iadd.a .Iaddend.data symbol represented by said one sample, said one sample and said decision being represented by respective complex numbers,

characterized in that said feedback signal includes a plurality of signal products .[.each.]. .Iadd.at least ones of which are .Iaddend.multiplied by an associated coefficient and by a predetermined harmonic of said carrier frequency, each multiplicand of each signal product being derived from a respective decision formed by said decision forming means during a previous one of said sampling periods, each said respective decision bearing a predetermined temporal relationship to said one sample, at least one multiplicand of individual ones of said signal products being the complex conjugate of the decision from which said one multiplicand is derived.

9. The invention of claim 8 wherein said modulated data signal is of the type in which both the carrier phase and amplitude are information-bearing.

10. The invention of claim 9 wherein said modulated data signal is a quadrature amplitude modulated signal.

11. The invention of claims 9 or 10 wherein said decision forming means includes means (14, 46) for combining said individual feedback signal with a demodulated version of said one sample to form a data recovery input signal, and means (17) responsive to said data recovery input signal for forming said decision.

12. The invention of claim 11 wherein the harmonic by which each of .Iadd.said at least ones of .Iaddend.said products is multiplied is of the form e^j[2π

f.sbsp.c^nT(x-y-1)+Φ

.sbsp.x,y^], where f_c is said carrier frequency, n is the sample time index, T is the sample interval, x is the number of decisions in said each of said products, y is the number of complex conjugates of decisions in said each of said products and Φ

_x,y is a selected phase angle.

13. The invention of claims 9 or 10 wherein said decision forming means includes means (46'"'"') for combining said individual feedback signal with said one sample to form a combined modulated signal, means (12) for demodulating said combined modulated signal and means (17) responsive to the demodulated combined signal for forming said decision.

14. The invention of claim 13 wherein the harmonic by which each of .Iadd.said at least ones of .Iaddend.said products is multiplied is of the form e^j[2π

f.sbsp.c^nT(x-y)+Φ

.sbsp.x,y^], where f_c is said carrier frequency, n is the sample time index, T is the sample interval, x is the number of decisions in said each of said products, y is the number of complex conjugates of decisions in said each of said products and Φ

_x,y is a selected phase angle.

15. A method operative during each one of a plurality of successive sampling periods for .[.equalizing.]. .Iadd.processing .Iaddend.a respective one of a succession of complex samples of a received modulated data signal having a predetermined carrier frequency, said method including the steps of generating an individual feedback signal associated with said one sample, and forming a complex decision as to the value of the data symbol represented by said one sample in response to said one sample and its associated feedback signal,

characterized in that said feedback signal includes a plurality of signal products .[.each.]. .Iadd.at least ones of which are .Iaddend.multiplied by an associated coefficient and by a predetermined harmonic of said carrier frequency, each multiplicand of each signal product being derived from a respective decision formed during a previous one of said sampling periods, each said respective decision bearing a predetermined temporal relationship to said one sample and at least one multiplicand of individual ones of said signal products being the complex conjugate of the decision from which said one multiplicand is derived.

16. The invention of claim 15 wherein said modulated data signal is of the type in which both the carrier phase and amplitude are information-bearing.

17. The invention of claim 16 wherein said modulated data signal is a quadrature amplitude modulated signal.

18. The invention of claims 16 or 17 wherein said decision forming step includes the steps of combining said individual feedback signal with a demodulated version of said one sample to form a data recovery input signal, and forming said decision in response to said data recovery input signal.

19. The invention of claim 18 wherein the harmonic by which each of .Iadd.said at least ones of .Iaddend.said products is multiplied is of the form e^j[2π

f.sbsp.c^nT(x-y-1)+Φ

.sbsp.x,y^], where f_c is said carrier frequency, n is the sample time index, T is the sample interval, x is the number of decisions in said each of said products, y is the number of complex conjugates of decisions in said each of said products and Φ

_x,y is a selected phase angle.

20. The invention of claims 16 or 17 wherein said decision forming step includes the steps of combining said individual feedback signal with said one sample to form a combined modulated signal, demodulating said combined modulated signal and forming said decision in response to the demodulated combined signal.

21. The invention of claim 20 wherein the harmonic by which each of .Iadd.said at least ones of .Iaddend.said products is multiplied is of the form e^j[2π

f.sbsp.c^nT(x-y)+Φ

.sbsp.x,y^], where f_c is said carrier frequency, n is the sample time index, T is the sample interval, x is the number of decisions in said each of said products, y is the number of complex conjugates of decisions in said each of said products and Φ

_x,y is a selected phase angle.

22. A method for use in a receiver of the type in which a decision is formed during the n^th one of a plurality of successive periods of duration T, said decision being formed by quantizing a respective demodulated sample of a received complex modulated data signal having a carrier frequency f_c, both the carrier amplitude and phase of said signal being information bearing, said decision being represented by a complex number A(n), said method including the steps of

combining a feedback signal V(n) with said sample to form a signal Y(n) and forming said decision in response to said signal Y(n),

said method characterized in that said signal V(n) includes the terms ##EQU22## where * indicates complex conjugate and Φ

₂,0 and Φ

₁,1 are selected phase angles, the coefficients ##EQU23## having respective values associated with said decision A(n), and the index pairs (j₁,j₂) and (j₃,j₄) having respective sets of predetermined values.

23. The invention of claim 22 comprising the further steps .Iadd.of .Iaddend.

forming a signal E(n) in response to said signal Y(n) and said decision A(n), and

updating the coefficients ##EQU24## in accordance with ##EQU25## γ

.sub. (n) and γ

₂ (n) being selected scaling factors.

24. The invention of claim 23 wherein said signal V(n) further includes the term ##EQU26## the coefficients ##EQU27## having respective values associated with said decision A(n) and the index i having a set of predetermined values, and wherein said method includes the further steps of

updating said coefficients ##EQU28## in accordance with ##EQU29## γ

.sub. (n) being a selected scaling factor.

25. The invention of claim 22 further characterized in that said signal V(n) further includes at least a selected one of the terms ##EQU30## where Φ

₃,0, Φ

₂,1 and Φ

₁,2 are selected phase angles, the coefficients ##EQU31## having respective values associated with said decision A(n), and the index triples (k₁,k₂,k₃), (k₄,k₅,k₆) and (k₇,k₈,k₉) having respective sets of predetermined values.

26. The invention of claim 25 including the further steps of

forming a signal E(n) in response to said signal Y(n) and said decision A(n), and

updating the coefficients ##EQU32## in accordance with ##EQU33## γ

.sub. (n), γ

₄ (n) and γ

₅ (n) being selected scaling factors.

27. A method for use in a receiver of the type in which a decision is formed during the n^th one of a plurality of successive periods of duration T, said decision being as to the value of a respective demodulated complex sample of a received data signal modulated at a carrier frequency f_c, both the carrier amplitude and phase of said signal being information bearing, said decision being represented by a complex number A(n), said method including the steps of

combining a feedback signal V(n) with said sample to form a signal Y(n) and forming said decision in response to said signal Y(n),

said method characterized in that said signal V(n) includes the terms ##EQU34## where * indicates complex conjugate and Φ

₂,0 and Φ

₁,1 are selected phase angles, the coefficients ##EQU35## having respective values associated with said decision A(n), and the index pairs (j₁,j₂) and (j₃,j₄) having respective sets of predetermined values.

28. The invention of claim 27 comprising the further steps

forming a signal E(n) in response to said signal Y(n) and said decision A(n), and

updating the coefficients ##EQU36## in accordance with ##EQU37## γ

.sub. (n) and γ

₂ (n) being selected scaling factors.

29. The invention of claim 28 wherein said signal V(n) further includes the term ##EQU38## the coefficients ##EQU39## having respective values associated with said decision A(n) and the index i having a set of predetermined .[.value.]. .Iadd.levels.Iaddend., and wherein said method includes the further steps of

updating said coefficients ##EQU40## in accordance with ##EQU41## γ

.sub. (n) being a selected scaling factor.

30. The invention of claim 27 further characterized in that said signal V(n) further includes at least a selected one of the terms ##EQU42## where Φ

₃,0, Φ

₂,1 and Φ

₁,2 are selected phase angles, the coefficients ##EQU43## having respective values associated with said decision A(n), and the index triples (k₁,k₂,k₃), (k₄,k₅,k₆) and (k₇,k₈,k₉) having respective sets of predetermined values.

31. The invention of claim 30 including the further steps of

forming a signal E(n) in response to said signal Y(n) and said decision A(n), and

updating the coefficients ##EQU44## in accordance with ##EQU45## γ

.sub. (n), γ

₄ (n) and γ

₅ (n) being selected scaling factors. .Iadd. 32. Apparatus for processing a passband signal representing a succession of complex signal values, said apparatus comprising

means for forming a succession of weighted sums of products, individual multiplicands of at least ones of said products being derived from individual decisions as to respective ones of said signal values, at least ones of said individual multiplicands being the complex conjugates of the decisions from which they were derived and each of at least ones of said products being multiplied by a respective harmonic of the carrier frequency of said passband signal, and

means for forming at least ones of said decisions in response to said passband signal and ones of said weighted sums. .Iaddend..Iadd. 33. The invention of claim 32 wherein said decision forming means comprises

means for generating a succession of complex linearly equalized samples of said passband signal, and

means for forming each of said ones of said decisions in response to at least a respective one of said equalized samples and at least a respective one of said weighted sums. .Iaddend..Iadd. 34. The invention of claim 33 wherein each of said individual decisions bears a predetermined temporal relationship to said respective one of said samples. .Iaddend..Iadd. 35. The invention of claims 32, 33 or 34 further comprising means for updating the coefficients used to form said weighted sums in a decision-directed manner. .Iaddend. .Iadd. 36. A method for processing a passband signal representing a succession of complex signal values, said method comprising the steps of

forming a succession of weighted sums of products, individual multiplicands of at least ones of said products being derived from individual decisions as to respective ones of said signal values, at least ones of said individual multiplicands being the complex conjugates of the decisions from which they were derived and each of at least ones of said products being multiplied by a respective harmonic of the carrier frequency of said passband signal, and

forming at least ones of said decisions in response to said passband signal and ones of said weighted sums. .Iaddend..Iadd. 37. The invention of claim 36 wherein said decision forming step comprises the steps of

generating a succession of complex linearly equalized samples of said passband signal, and

forming each of said ones of said decisions in response to at least a respective one of said equalized samples and at least a respective one of said weighted sums. .Iaddend..Iadd. 38. The invention of claim 37 wherein each of said individual decisions bears a predetermined temporal relationship to said respective one of said samples. .Iaddend..Iadd. 39. The invention of claims 36, 37 or 38 comprising the further step of updating the coefficients used to form said weighted sums in a decision-directed manner..Iaddend.