Constrained adaptive equalizer

• US 4,422,175 A
• Filed: 06/11/1981
• Issued: 12/20/1983
• Est. Priority Date: 06/11/1981
• Status: Expired due to Term

• Current Assignee: Racal-Datacom, Inc. (Thales SA)
• Original Assignee: Racal-Vadic, Inc.
• Inventors: Bingham, John A. C., Kurzweil, Jack H.
• Primary Examiner(s): Safourek, Benedict V.
• Assistant Examiner(s): Chin, Stephen
• Application Number:
  US06/272,776
• Time in Patent Office: 922 Days
• Field of Search: 375/11-15, 375/34, 375/39, 375/42, 333/18, 333/28 R, 364/724, 328/155, 328/162, 179/170.2
• US Class Current: 375/232
• CPC Class Codes: H04L 25/03038 with a non-recursive structure H04L25/03031 takes precedence
• CPC Class Codes: H04L 25/03057 with a recursive structure H04L25/03031 takes precedence
• CPC Class Codes: H04L 27/01 Equalisers baseband equalizers at the transmitter end H04L25/03343; in analogue transmission systems H04B3/04, H04B7/005

Abstract

Disclosed is a constrained adaptive equalizer for use in a digital communication system receiver combining transversal and decision feedback equalization techniques. The constrained adaptive equalizer uses a constraint on the taps of the tranversal section of the equalizer which has both leading and lagging taps. These constraints force the transversal equalizer to correct only the leading echoes of a received digital signal in a communication system and treat them as if they resulted only from phase distortion. The constrained adaptive equalizer minimizes noise amplification while reducing intersymbol interference. The transversal segment of the constrained adaptive equalizer approximate the phase equalizer by constraining its multiplying coefficients i.e. taps, in accordance with the symmetry of the differential delay characteristic of the transmission medium around a signal carrier frequency. This constrained transversal decision feedback equalizer combination can be used for either passband or baseband equalization and for either complex signals, such as QAM signals, or real signals, such as baseband or single side band signal.

Claims

1. A constrained adaptive equalizer for digital communication systems comprising:

a constrained transversal adaptive equalizer having leading and trailing multiplying coefficients for correcting leading echoes in a received digital signal by approximating phase equalization thereby generating a phase equalized signal;

a decision feedback equalizer having trailing multiplying coefficients for simulating trailing echoes in said phase equalized signal;

means for generating an equalized signal representing the difference between the phase equalized signal and said simulated trailing echoes;

decision means adapted to receive said equalized signal for determining the value of said received digital signal and generating an output data signal indicative of that value, including means for generating an error signal representing the difference between the equalized signal and the output data signal, and means for correcting the phase difference between the equalized signal and the output data signal;

first means for adaptively updating said leading multiplying coefficients of said constrained transversal adaptive equalizer;

second means for adaptively updating said trailing multiplying coefficients of said decision feedback equalizer by cross-correlating said error signal with the output data signal; and

,

means for adaptively controlling the trailing coefficients of said constrained transversal adaptive equalizer electrically connected to said first means, wherein the magnitude of the trailing coefficients are equal to the corresponding leading coefficients.

2. The constrained adaptive equalizer as set forth in claim 1 wherein said digital communication system is a quadrature amplitude modulation system having a differential delay characteristic symmetrical about a carrier frequency said trailing and leading multiplying coefficients of said constrained transversal adaptive equalizer having in-phase and quadrature components, and said means for adaptively controlling said trailing multiplying coefficients updating the in-phase trailing multiplying coefficients to be equal to a negative of the corresponding in-phase leading coefficients, and updating the quadrature component of the trailing multiplying coefficients to be equal to the quadrature component of the corresponding leading multiplying coefficients.

3. The constrained adaptive equalizer as set forth in claim 1 wherein said digital communication system is a quadrature amplitude modulation system having a differential delay characteristic that is antisymmetric about a carrier frequency, said constrained transversal adaptive equalizer having leading and trailing coefficients with in-phase and quadrature components, wherein said means for adaptively controlling said trailing multiplying coefficients of said constrained transversal adaptive equalizer update the in-phase and quadrature components of the trailing coefficients to be equal to the corresponding in-phase and quadrature components of said leading multiplying coefficients.

4. The constrained adaptive equalizer as set forth in claim 1 wherein said digital communication system is a baseband system having a differential delay characteristic that is antisymmetric about a zero frequency, said means for adaptively controlling said trailing multiplying coefficients of said constrained transversal adaptive equalizer updating the trailing multiplying coefficients of said constrained transversal adaptive equalizer to be equal to a negative of the corresponding leading multiplying coefficients.

5. The constrained adaptive equalizer as set forth in claim 1 wherein said means for adaptively updating said leading multiplying coefficients of said constrained transversal adaptive equalizer comprise a series of multiplier-adder combinations for cross-correlating said error signal with past and present received data signals associated with each of said leading multiplying coefficients, thereby generating adaptively updated leading multiplying coefficients.

6. The constrained adaptive equalizer as set forth in claim 1 wherein said means for adaptively updating said leading multiplying coefficients of said constrained transversal adaptive equalizer comprises a series of multiplier-adder combinations for cross-correlating said present error signal with past, and present values of said output data signal.

7. The constrained adaptive equalizer as set forth in claim 1 wherein said constrained transversal adaptive equalizer comprises a delay line shift register having a plurality of stages wherein each stage can accommodate a digital word having a known length;

a series of storage elements containing said leading and trailing multiplying coefficients of said constrained transversal adaptive equalizer, each of said storage elements electrically connected to a different stage of said shift register, a series of multipliers electrically connected to each of said storage elements and said stages for multiplying the contents of each of said storage elements with the contents of the corresponding stages of said shift register, and a summer for accumulating the products of the multiplication of the contents of the storage elements with the contents of the corresponding stages of the shift register.

8. The constrained adaptive equalizer as set forth in claim 7 wherein each of said storage elements is capable of storing up to 16 bits of binary data.

9. The constrained adaptive equalizer as set forth in claim 7 wherein each stage of said shift register is capable of storing up to 16 bits of binary data.

10. The constrained adaptive equalizer as set forth in claim 1 wherein said decision feedback equalizer comprises:

a delay shift register having a plurality of stages, each of said stages accommodating a digital word having a known length;

a plurality of storage elements containing said trailing multiplying coefficients of said decisional feedback equalizer, each of said storage elements electrically connected to a different stage of said shift register;

a series of multipliers electrically associated with each of said storage elements and said stages of said shift register for multiplying the contents of each of said storage elements with the contents of the corresponding stages of said shift register; and

,

a summer for accumulating the signal products of the multiplication of the contents of the storage elements with the contents of the corresponding stages of the shift register.

11. The constrained adaptive equalizer as set forth in claim 1 in a digital communication system of the quadrature amplitude modulation type, wherein said decision means further includes a means for determining the in-phase and quadrature components of said error signal.

12. The constrained adaptive equalizer as set forth in claim 1, said digital communication system is of the quadrature amplitude modulation type and wherein said means for correcting phase difference comprises:

means for rotating the received digital signal for compensation of any phase difference with said corresponding transmitted digital signal;

means for determining the angular error between the output data signal and said equalized signal; and

,

a phase locked loop electrically connected to said means for determining angular error and means for rotating, for determining the amount of rotation required to compensate for said phase difference.

13. The constrained adaptive equalizer as set forth in claim 1 wherein said constrained transversal adaptive equalizer comprises:

a first delay line shift register having a plurality of stages wherein each stage can accommodate a digital word having a known length, a plurality of first storage elements containing said leading and trailing multiplying coefficients of said constrained transversal adaptive equalizer, each of said first storage elements electrically connected to a different stage of said first shift register, a plurality of first multipliers electrically connected to each of said first storage elements and stages of said first register for multiplying the contents of each of said first storage elements with the contents of the corresponding stages of said first shift register, and a first summer for accumulating the signal products of the multiplication of the contents of the first storage elements with the contents of the corresponding stages of said first shift register; and

,

said decision feedback equalizer comprises;

a second delay shift register having a plurality of stages, each of said stages accommodating a digital word having a known length;

a plurality of second storage elements containing said trailing multiplying coefficients of said decision feedback equalizer, each of said second storage elements electrically connected to a different stage of said second shift register, a series of second multipliers electrically associated with each of said second storage elements and said stages of said second shift register for multiplying the contents of each of said second storage elements with the contents of the corresponding stages of said second shift register, and a second summer for accumulating the signal products of the multiplication of the contents of the second storage elements with the contents of the corresponding stages of the second shift register.

14. The constrained adaptive equalizer as set forth in claim 5 for a digital communication system of the quadrature amplitude modulation type wherein said means for adaptively updating said leading multiplying coefficients of said constrained transversal adaptive equalizer by cross-correlating said error signal with past and present received data signals associated with each of said leading multiplying coefficients comprises a complex multiplier electrically connected to an adder, said complex multiplier receiving the in-phase and quadrature components of said error signal and cross-correlating these signals with the corresponding in-phase and quadrature components of said received signals, a convergence constant which multiplies said cross-correlation, which product is subtracted from the corresponding in-phase and quadrature components of said leading multiplying coefficients.

15. The constrained adaptive equalizer as set forth in claim 6 for a digital communication system of the quadrature amplitude modulation type wherein said means for adaptively updating said leading multiplying coefficients of said constrained transversal adaptive equalizer by cross-correlating said present error signal with past, present and future values of said output data signals comprises a complex multiplier electrically connected to an adder, said complex multiplier receiving the in-phase and quadrature components of said error signal and cross-correlating these signals with the corresponding in-phase and quadrature components of said output data signals, a convergence constant which multiplies said cross-correlation which product is subtracted from the corresponding in-phase and quadrature components of said leading multiplying coefficients.

16. The constrained adaptive equalizer as set forth in claim 5 for a digital communication system of the quadrature amplitude modulation type wherein said means for adaptively updating said trailing multiplying coefficients of said decision feedback equalizer by cross-correlating said present error signal with past values of said output data signal comprises a complex multiplier electrically connected to an adder, said complex multiplier receiving the in-phase and quadrature components of said error signal and cross-correlating these signals with the corresponding in-phase and quadrature components of said output data signals, a convergence constant which multiplies said cross-correlation, which product is added to the corresponding in-phase and quadrature components of said leading multiplying coefficients.

17. The constrained adaptive equalizer as set forth in claim 2 when used in a communication system of the quadrature amplitude modulation type in which the differential delay distortion of the transmission medium is substantially symmetric around a selected carrier frequency wherein said means for adaptively controlling said trailing multiplying coefficients of said constrained transversal adaptive equalizer comprises a minus one multiplier for multiplying the in-phase component of the corresponding adaptively updated leading multiplying coefficients, and a plus one multiplier for multiplying the quadrature component of the corresponding adaptively updated leading multiplying coefficients.

18. The constrained adaptive equalizer as set forth in claim 3 when used in a communication system of the quadrature amplitude modulation type in which the differential delay distortion of the transmission medium is substantially antisymmetric around a selected carrier frequency wherein said means for adaptively controlling said trailing multiplying coefficients of said constrained transversal adaptive equalizer comprises a plus one multiplier for multiplying both the in-phase and quadrature components of the corresponding adaptively updated leading multiplying coefficients.

19. The constrained adapted equalizer as set forth in claim 4 wherein said means for adaptively controlling said trailing multiplying coefficients of said constrained transversal adaptive equalizer comprises a minus one multiplier for multiplying the corresponding adaptively updated leading multiplying coefficients.

20. The constrained adaptive equalizer as set forth in claim 1 wherein said constrained transversal adaptive equalizer, said decision feedback equalizer, said decision means, said means for adaptively updating the leading multiplying coefficients of said constrained adaptive transversal equalizer and the trailing coefficients of said decision feedback equalizer, and means for adaptively controlling said trailing multiplying coefficients of said constrained transversal adaptive equalizer, comprise a programmed microprocessor electrically connected to a plurality of digital memories, wherein said digital memories include a read-only memory for storing instructions for approximating phase equalization of the received signal for correcting said leading echoes and thereby generating a phase equalized signal, and for correcting said trailing echoes in said phase equalized signal, and a random access memory having a plurality of storage locations with a predefined number of said locations implementing a digital delay line, and a corresponding number of said locations storing leading and trailing multiplying coefficients for correcting delay distortion in said received signal, and trailing coefficients for correcting amplitude distortion of said phase equalized signal.

21. A constrained adaptive equalizer for quadrature amplitude modulation carrier type digital communication systems comprising:

a constrained transversal adaptive equalizer having a means for correcting leading echoes by approximating phase equalization of a received digital signal thereby generating a phase equalized signal;

a decision feedback equalizer having trailing multiplying coefficients for simulating trailing echoes in said phase equalized signal;

means for generating an equalized signal representing the difference between the phase equalized signal and said simulated trailing echoes; and

decision means adapted to receive said equalized signal for determining the value of said received digital signal and generating an output data signal indicative of that value.

22. The constrained adaptive equalizer as set forth in claim 21 wherein said constrained transversal adaptive equalizer having leading and trailing multiplying coefficients for correcting leading echoes in a received digital signal by approximating phase equalization, thereby generating a phase equalized signal, and said means for correcting leading echoes by approximating phase equalization comprises:

first means for adaptively updating said leading multiplying coefficients of said constrained transversal adaptive equalizer;

second means for adaptively updating said trailing multiplying coefficients of said decision feedback equalizer; and

,

means for adaptively controlling the trailing multiplying coefficients of said constrained transversal adaptive equalizer, electrically connected to said first means, wherein the magnitude of the trailing multiplying coefficients are equal to the corresponding leading multiplying coefficients.

23. A constrained adaptive equalizer for quadrature amplitude modulation digital communication system comprising:

means for correcting leading echoes in a received digital signal by approximating phase equalization, thereby generating a phase equalized signal;

means for simulating trailing echoes in said phase equalized signal;

means for generating an equalized signal representing the difference between the phase equalized signal in said simulated trailing echoes; and

,

means for determining the value of said received signal by comparison of said equalized signal with a predetermined threshold value, said means for determining generating an output data signal indicative of the value of said received digital signal.

24. A constrained adaptive equalizer for quadrature amplitude modulation digital communication systems comprising:

a constrained transversal adaptive equalizer having leading and trailing multiplying coefficients for correcting leading echoes in a received digital signal by approximating phase equalization thereby generating a phase equalized signal, said constrained transversal adaptive equalizer comprising;

a first delay line shift register having a plurality of stages wherein each stage can accommodate a digital word having a known length,

a plurality of first storage elements containing said leading and trailing multiplying coefficients of said constrained transversal adaptive equalizer, each of said first storage elements electrically connected to a different stage of said first shift register, a plurality of first multipliers electrically connected to each of said first storage elements of said stages, for multiplying the contents of each of said first storage elements with the contents of the corresponding stages of said first shift register, and a first summer for accumulating the products of the multiplication of the contents of the first storage elements with the contents of the corresponding stages of the first shift register;

a decision feedback equalizer having trailing multiplying coefficients for simulating trailing echoes in said phase equalized signal comprising;

a second delay shift register having a plurality of stages, each of said stages accommodating a digital word having a known length;

a plurality of second storage elements containing said trailing multiplying coefficients of said decision feedback equalizer, each of said second storage elements electrically connected to a different stage of said second shift register;

a series of second multipliers electrically associated with each of said second storage elements and said stages of said second shift register for multiplying the contents of each of said second storage elements with the contents of the corresponding stages of said second shift register, and

a second summer for accumulating the signal products of the multiplication of the contents of the second storage elements with the contents of the corresponding stages of the second shift register;

means for generating an equalized signal representing the difference between the phase equalized signal and said simulated trailing echoes;

decision means adapted to receive said equalized signal for determining the value of said received digital signal and generating an output data signal indicative of that value, including means for generating an error signal representing the difference between the equalized signal and the output data signal, and means for correcting the phase difference between the equalized signal and the output data signal, said means for correcting including;

means for rotating the received digital signal for compensation of any phase difference with said output data signal,

means for determining the angular error between the output data signal and said corresponding transmitted signal, and,

a phase locked loop electrically connected to said means for rotating, for determining the amount of rotation required to compensate for said phase difference;

means for adaptively updating said leading multiplying coefficients of said constrained transversal adaptive equalizer;

means for adaptively updating said trailing multiplying coefficients of said decision feedback equalizer by cross-correlating said error signal with the output data signal; and

,

means for adaptively controlling the trailing coefficients of said constrained transversal adaptive equalizer, wherein the magnitude of the trailing coefficients are equal to the corresponding leading coefficients.

25. A quadrature amplitude modulation digital communication system comprising:

a transmitter for sending digital signals representative of serial binary data, said transmitter utilizing a combination of amplitude and phase modulation;

interface circuitry to the transmission medium of the communication system for transmitting and receiving digital signals; and

,

a receiver for receiving modulated digital signals including a constrained adaptive equalizer having a constrained transversal equalizer with decision feedback for correcting said digital signals for amplitude and delay distortion while minimizing noise amplification.

26. The quadrature amplitude modulation digital communication system as set forth in claim 25 wherein said transmitter further comprises:

an encoder for separating said serial data into two discrete analog data signals,

filters electrically connected to said encoders for shaping said data signals; and

,

modulators for modulating said data signals with a quadrature carrier signals.

27. The quadrature amplitude modulation digital communication system as set forth in claim 25 wherein said receiver further includes:

a bandpass filter for limiting noise and providing shaping of the received modulated digital signals;

a phase splitting network for separating said digital signals into in-phase and quadrature signals;

a baud rate sampler for sampling said in-phase and quadrature signals at epochs determined by the received digital signals; and

a demodulator for demodulating the carrier signal from said in-phase and quadrature digital signals.

28. The quadrature amplitude modulation digital communication system as set forth in claim 25 wherein said constrained adaptive equalizer comprises:

a constrained transversal adaptive equalizer having leading and trailing multiplying coefficients for correcting leading echoes in a received digital signal by approximating phase equalization, thereby generating a phase equalized signal;

a decision feedback equalizer having trailing multiplying coefficients for simulating trailing echoes in said phase equalized signal;

means for generating an equalized signal representing the difference between the phase equalized signal and said simulated trailing echoes;

decision means adapted to receive said equalized signal for determining the value of said received digital signal and generating and output data signal indicative of that value, including means for generating an error signal representing the difference between the equalized signal and the output data signal, and means for correcting the phase difference between the equalized signal and the output data signal;

means for adaptively updating said leading multiplying coefficients of said constrained transversal adaptive equalizer;

means for adaptively updating said trailing multiplying coefficients of said decision feedback equalizer by cross-correlating said error signal with the output data signal; and

,

means for adaptively controlling the trailing coefficients of said constrained transversal adaptive equalizer, wherein the magnitude of the trailing coefficients are equal to the corresponding leading coefficients.

29. The quadrature amplitude modulation digital communication system as set forth in claim 25 further including a carrier recovery network for synchronizing the equalized digital signal with said demodulating signal.

30. The quadrature amplitude modulation digital communication system as set forth in claim 27 further including a heterodyner for receiving said digital signal in both the high and low band areas of a full duplex system.

31. The quadrature amplitude modulated digital communication system as set forth in claim 27 further including a decoder for transforming said digital signals into serial binary data.

32. A quadrature amplitude modulated digital communication system comprising:

a transmitter for sending digital signals representative of serial binary data, said transmitter using a combination amplitude and phase modulation of a carrier, said transmitter further including

an encoder for separating said serial data into two discrete analog data signals,

filters electrically connected to said encoder for shaping said data signals, and

modulators for modulating each of said data signals with quadrature signals;

interface circuitry to the transmission medium for transmitting and receiving said digital signals;

a receiver for receiving similarly modulated data signals including

a bandpass filter for limiting noise and providing shaping of said received modulated signals,

an automatic gain control amplifier for providing constant signal levels to said received modulated signals;

a phase splitting network for separating the modulated data signals into in-phase and quadrature signals,

a band rate sampler for sampling said in-phase and quadrature data signals at time epochs determined by the received modulated data signals, and

a demodulator for demodulating the carrier signal from said in-phase and quadrature data signals;

a constrained adaptive equalizer for correcting said data signals for amplitude and delay distortion while minimizing noise amplification; and

,

a carrier recovery network for synchronizing the equalized data signal with said demodulating signal.

33. A constrained adaptive equalizer for quadrature amplitude modulation digital communication systems comprising:

a programmed digital processor for equalizing a digital signal transmitted over a medium having amplitude and delay distortion characteristics, said digital processor adapted to receive said transmitted digital signal;

a digital random access memory electrically connected to said processor having a plurality of storage locations with a predefined number of said locations implementing a first digital delay line, and a corresponding number of said locations storing leading and trailing multiplying coefficients for correcting delay distortion, said random access memory also having a predefined number of locations for implementing a second digital delay line with a corresponding number of locations storing trailing coefficients for correcting amplitude distortion; and

a digital read only memory electrically connected to said processor having a plurality of storage locations for storing a set of instructions for approximating phase equalization of said received digital signal, amplitude equalizing said received digital signal, determining the value of said received digital signal and computing phase and amplitude errors between equalized signals and received signal values, updating said leading multiplying coefficients, and adaptively controlling the trailing multiplying coefficients to compensate for delay distortion such that the magnitude of the trailing multiplying coefficients are equal to the corresponding leading multiplying coefficients.