Construction of projection operators for interference cancellation

• US 20050180364A1
• Filed: 04/07/2005
• Published: 08/18/2005
• Est. Priority Date: 09/20/2002
• Status: Abandoned Application

• Current Assignee: Rambus Inc.
• Original Assignee: Rambus Inc.
• Inventors: Scharf, Louis L., Thomas, John K., Nagarajan, Vijay
• Application Number:
  US11/100,935
• Publication Number:
  US 20050180364A1
• Time in Patent Office: Days
• US Class Current: 370/335
• CPC Class Codes: H04B 1/7107 Subtractive interference cancellation
• CPC Class Codes: H04B 2001/71077 Partial interference cancellation
• CPC Class Codes: H04B 7/0678 using different spreading codes between antennas code allocation H04J13/16
• CPC Class Codes: H04B 7/086 using weights depending on external parameters, e.g. direction of arrival [DOA], predetermined weights or beamforming
• CPC Class Codes: H04K 3/228 Elimination in the received signal of jamming or of data corrupted by jamming interference suppression in receivers H04B1/10

Abstract

Interference cancellation is performed in a CDMA receiver by projecting a received signal onto a subspace that is orthogonal to a signal selected for removal. An interference matrix or a combined interference vector is used to construct an interference-canceling projection operator. Confidence weights may be provided to components of the interference matrix or the interference vector based on estimation errors or relative strengths of interfering signals. Complexity reduction of the orthogonal projection operator may be achieved by providing for simplifying approximations that remove terms and operations. A linear transformation operator may be applied to the rows and/or columns of the interference matrix or the interference vector prior to construction of the orthogonal projection. Interference cancellation techniques may be configured for processing signals in a transmit-diversity system or a receive-diversity system using time and/or frequency-domain implementations and space and/or wave-number implementations of the transceiver.

Claims

1. A cancellation method comprising:

providing a received signal that is decomposable into a signal of interest and a plurality of MAI-channel signals,

providing for applying a confidence weight to each of the plurality of MAI-channel signals to produce a plurality of weighted MAI channel signals, and

providing for projecting the received signal onto a signal space constructed from an interference-signal space corresponding to the plurality of weighted MAI channel signals to determine a parameter of the signal of interest.

2. The cancellation method recited in claim 1, wherein providing for projecting the received signal comprises providing for constructing the signal space to be orthogonal or oblique to the interference-signal space.

3. The cancellation method recited in claim 1, wherein providing a received signal comprises providing for performing Rake reception.

4. The cancellation method recited in claim 1, wherein providing for applying a confidence weight further comprises providing for combining the plurality of weighted MAI channel signals to produce at least one of an interference matrix and a combined interference vector.

5. The cancellation method recited in claim 1, wherein providing for applying a confidence weight comprises at least one of providing for determining complex weights of each of the plurality of MAI-channel signals and determining estimation errors for each of the complex weights.

6. The cancellation method recited in claim 1, wherein providing a received signal includes providing for at least one multi-antenna operation comprising diversity combining and beam forming.

7. The cancellation method recited in claim 1, wherein providing for projecting the received signal is provided over at least one time interval, including a data-symbol interval, an integer multiple of the data-symbol interval, and a fraction of the data-symbol interval.

8. The cancellation method recited in claim 1, wherein providing for applying a confidence weight further comprises providing for producing a linear combination of the plurality of weighted MAI channel signals.

9. A digital computer system programmed to perform the method recited in claim 1.

10. A computer-readable medium storing a computer program implementing the method of claim 1.

104. The handset recited in claim 101, wherein the receiver is configured to perform at least one multi-antenna operation comprising diversity combining and beam forming.

11. A cancellation method comprising:

providing a received signal that is decomposable into a signal of interest and at least one interference component,

providing for applying a linear transformation to the at least one interference component to produce an at least one linearly transformed interference component, and

providing for projecting the received signal onto a signal space constructed from an interference-signal space corresponding to the at least one interference component to determine a parameter of the signal of interest.

12. The cancellation method recited in claim 11, wherein providing for projecting the received signal comprises providing for constructing the signal space to be orthogonal or oblique to the interference-signal space.

13. The cancellation method recited in claim 11, wherein providing for applying a linear transformation comprises providing for applying at least one of a left linear transformation and a right linear transformation.

14. The cancellation method recited in claim 11, wherein providing a received signal includes providing for performing at least one multi-antenna operation comprising diversity combining and beam forming.

15. The cancellation method recited in claim 11, wherein providing for projecting the received signal includes performing a projection over at least one time interval, including a data-symbol interval, an integer multiple of the data-symbol interval, and a fraction of the data-symbol interval.

16. A digital computer system programmed to perform the method recited in claim 11.

17. A computer-readable medium storing a computer program implementing the method of claim 11.

18. A method for producing a threshold from a received signal comprising:

detecting at least one of a plurality of traffic channels in the received signal for producing at least one detected traffic channel, and

selecting one or more of the at least one detected traffic channel for threshold determination according to predetermined criteria to produce at least one selected traffic channel.

19. The method recited in claim 18, wherein the received signal is a CDMA signal and the plurality of traffic channels comprise CDMA codes.

20. The method recited in claim 18, wherein the predetermined criteria comprises measured power in the at least one detected traffic channel exceeding a predetermined value.

21. The method recited in claim 18, wherein detecting at least one of a plurality of traffic channels further comprises providing at least one symbol estimate for the at least one detected traffic channel.

22. The method recited in claim 21, wherein detecting at least one of a plurality of traffic channels further comprises summing absolute values of I and Q components of the at least one symbol estimate.

23. The method recited in claim 18, wherein selecting one or more of the at least one detected traffic channel further comprises accounting for signal distortions in the at least one detected traffic channel.

24. The method recited in claim 18, further comprising determining at least one threshold from the at least one selected traffic channel.

25. The method recited in claim 24, wherein determining the at least one threshold comprises deriving the at least one threshold from a combination of the at least one detected traffic channel and a predetermined constant-value threshold.

26. The method recited in claim 24, further comprising comparing at least one received traffic channel to the at least one threshold.

27. A digital computer system programmed to perform the method recited in claim 18.

28. A computer-readable medium storing a computer program implementing the method of claim 18.

29. A method for processing a composite signal, the method comprising the steps of:

providing a received signal that is decomposable into a signal of interest and at least one interference component; and

providing for supplying at least one simplifying approximation to a projection operation configured to project the received signal onto a signal space constructed from an interference space comprising the at least one interference component.

30. The method recited in claim 29, wherein the projection operation has a form of P_S^⊥

=(I−

S(S^HS)<sup>−

1</sup>S^H), wherein P_S^⊥

is the projection operation, I is an identity matrix, S is an interference matrix indicative of the at least one interference component, and S^H is a Hermitian transpose of the interference matrix.

31. The method recited in claim 29, wherein the projection operation comprises an oblique projection operation.

32. The method for processing a composite signal recited in claim 29, wherein the received signal and the at least one interference component are complex valued, the projection operation being represented by up to eight mathematical expressions.

33. The method for processing a composite signal recited in claim 32, wherein outputs from a plurality of the up to eight mathematical expressions are combined.

34. The method for processing a composite signal recited in claim 29, wherein providing for supplying the at least one simplifying approximation includes providing at least one of a set of approximations, including assuming that cross correlations between real and imaginary parts of the received signal are negligible, assuming that cross correlations between real and imaginary parts of an interference matrix are negligible, assuming that cross correlations between a real part of the received signal and an imaginary part of the interference matrix are negligible, and assuming that cross correlations between an imaginary part of the received signal and a real part of the interference matrix are negligible.

35. The method for processing a composite signal recited in claim 29, further comprising providing for simplifying the projection operation by making approximations S_i^TS_i=S_q^TS_q and S_i^TY_i=S_q^TY_q, where S_i is a real part of an interference matrix, S_q is an imaginary part of an interference matrix, Y_i is a real part of the received signal, Y_q is an imaginary part of the received signal, and ^T denotes a transpose operation.

36. The method for processing a composite signal recited in claim 29, wherein providing for supplying the at least one simplifying approximation to the projection operation includes providing for a first operation having a form

37. The method for processing a composite signal recited in claim 29, wherein providing a received signal includes providing for at least one multi-antenna operation comprising diversity combining and beam forming.

38. The method for processing a composite signal recited in claim 29, wherein providing for supplying the at least one simplifying approximation to the projection operation includes configuring the projection operation to operate over at least one time interval, including a data-symbol interval, an integer multiple of a data-symbol interval, and a fraction of a data-symbol interval.

39. A digital computer system programmed to perform the method recited in claim 29.

40. A computer-readable medium storing a computer program implementing the method of claim 29.

41. A cancellation system comprising:

a Rake receiver configured to decompose a received signal into a plurality of signal paths, including at least one signal-of-interest path and a plurality of MAI-channel paths,

a weighted decision combiner configured to apply a confidence weight to each of the plurality of MAI-channel paths to produce a plurality of weighted MAI-channel signals, and

a projection operator configured for projecting a signal space corresponding to the received signal onto a signal space constructed from an interference-signal space corresponding to the plurality of weighted MAI-channel signals.

42. The cancellation system recited in claim 41, wherein the projection operator is further configured to construct the signal space to be orthogonal or oblique to the interference-signal space.

43. The cancellation system recited in claim 41, wherein the Rake receiver includes at least one multi-antenna receiver configured to provide at least one of diversity combining and beam forming.

44. The cancellation system recited in claim 41, further comprising a delay element coupled between the Rake receiver and the projection operator and configured to impart a predetermined delay to the received signal processed by the projection operator.

45. The cancellation system recited in claim 41, wherein the Rake receiver includes at least one of a pulse-shaping filter, a combiner, and a searcher/tracker module.

46. The cancellation system recited in claim 41, wherein the projection operator includes at least one of a combiner and an interference selector.

47. The cancellation system recited in claim 41, further comprising at least one of an interference selector, a channel emulator, a baseband signal reconstruction module, and a pulse-shaping filter.

48. The cancellation system recited in claim 41, wherein the weighted decision combiner and the projection operator are coupled between at least one of a pair of system components, including a sampler and a descrambler, a channel compensator and a descrambler, a descrambler and a demultiplexer, and a demultiplexer and a gain-correction module.

49. The cancellation system recited in claim 41, wherein the Rake receiver and the projection operator are configured with an iterative feedback loop.

50. The cancellation system recited in claim 41, further comprising a linear transformation coupled between the weighted decision combiner and the projection operator.

51. The cancellation system recited in claim 41 configured to process at least one of a set of signals, including cdmaOne, cdma2000, 1xRTT, cdma 1xEV-DO, cdma 1xEV-DV and cdma2000 3x, W-CDMA, Broadband CDMA, UMTS, and GPS signals.

52. A cancellation system comprising:

a receiver configured to provide a received signal that is decomposable into a signal of interest and at least one interference component,

a linear transformation operator configured to apply at least one linear transformation to the at least one interference component to produce an at least one linearly transformed interference component, and

a projection operator configured for projecting the received signal onto a signal space constructed from an interference-signal space corresponding to the at least one interference component to determine a parameter of the signal of interest.

53. The cancellation system recited in claim 52, wherein the projection operator comprises at least one of an orthogonal projection operator and an oblique projection operator.

54. The cancellation system recited in claim 52, wherein the linear transformation operator is configured to apply at least one of a left linear transformation and a right linear transformation.

55. The cancellation system recited in claim 52, wherein the receiver is configured to perform at least one multi-antenna operation comprising diversity combining and beam forming.

56. The cancellation system recited in claim 52, wherein the projection operator is configured to perform a projection over at least one time interval, including a data-symbol interval, an integer multiple of the data-symbol interval, and a fraction of the data-symbol interval.

57. A system for receiving a signal, comprising:

a Rake receiver configured to decompose a received signal into a signal of interest and at least one interference component; and

a projection operator configured for supplying at least one simplifying approximation to a projection operation configured to project the received signal onto a signal space constructed from an interference space comprising the at least one interference component.

58. The system recited in claim 57, wherein the projection operator is further configured to construct the signal space to be orthogonal or oblique to the at least one interference space.

59. The method recited in claim 57, wherein the projection operation has a form of P_S^⊥

=(I−

S(S^HS)<sup>−

1</sup>S^H), wherein P_S^⊥

is the projection operation, I is an identity matrix, S is an interference matrix indicative of the at least one interference component, and S^H is a Hermitian transpose of the interference matrix.

60. The system recited in claim 57, wherein the received signal and the at least one interference component are complex valued and the projection operation is expressed by up to eight algebraic operations.

61. The system recited in claim 60, wherein the projection operator includes a combiner configured to combine outputs of the up to eight algebraic operations.

62. The system recited in claim 57, wherein the projection operator is configured to make at least one simplifying assumption of a set including assuming that cross correlations between real and imaginary parts of the received signal are negligible, assuming that cross correlations between real and imaginary parts of an interference matrix are negligible, assuming that cross correlations between a real part of the received signal and an imaginary part of the interference matrix are negligible, and assuming that cross correlations between an imaginary part of the received signal and a real part of the interference matrix are negligible.

63. The system recited in claim 57, wherein the projection operator is configured to make approximations S_i^TS_i=S_q^TS_q and S_i^TY_i=S_q^TY_q, where S_i is a real part of the interference matrix, S_q is an imaginary part of the interference matrix, Y_i is a real part of the received signal, Y_q is an imaginary part of the received signal, and ^T denotes a transpose operation.

64. The system recited in claim 57, wherein the projection operator is configured to provide a first operation having a form

65. The system recited in claim 57, wherein the Rake receiver includes at least one multi-antenna system, including a diversity combiner and a beam-forming processor.

66. The system recited in claim 57, wherein the Rake receiver and the projection operator are configured with an iterative feedback loop.

67. The system recited in claim 57 configured to process at least one of a set of signals, including cdmaOne, cdma2000, 1xRTT, cdma 1xEV-DO, cdma 1xEV-DV and cdma2000 3x, W-CDMA, Broadband CDMA, UMTS, and GPS signals.

68. A handset comprising:

a receiver configured to decompose a received signal into a plurality of signal paths, including at least one signal-of-interest path and a plurality of MAI-channel paths,

a weighted decision combiner configured to apply a confidence weight to each of the plurality of MAI-channel paths to produce a plurality of weighted MAI-channel signals, and

a projection operator configured for projecting a signal space corresponding to the received signal onto a signal space constructed from at least one interference space corresponding to the plurality of weighted MAI-channel signals.

69. The handset recited in claim 68, wherein the projection operator is further configured to construct the signal space from a linear combination of the plurality of weighted MAI-channel signals.

70. The handset recited in claim 68, wherein the projection operator is configured to construct the signal space to be orthogonal or oblique to the at least one interference space.

71. The handset recited in claim 68, wherein the receiver includes at least one multi-antenna receiver configured to provide at least one of diversity combining and beam forming.

72. The handset recited in claim 68, further comprising a delay element coupled between the receiver and the projection operator and configured to impart a predetermined delay to the received signal processed by the projection operator.

73. The handset recited in claim 68, wherein the receiver includes at least one of a pulse-shaping filter, a combiner, and a searcher/tracker module.

74. The handset recited in claim 68, wherein the projection operator includes at least one of a combiner and an interference selector.

75. The handset recited in claim 68, further comprising at least one of an interference selector, a channel emulator, a baseband signal reconstruction module, and a pulse-shaping filter.

76. The handset recited in claim 68, wherein the weighted decision combiner and the projection operator are coupled between at least one of a pair of system components, including a sampler and a descrambler, a channel compensator and a descrambler, a descrambler and a demultiplexer, and a demultiplexer and a gain-correction module.

77. The handset recited in claim 68, wherein the receiver and the projection operator are configured with an iterative feedback loop.

78. The handset recited in claim 68, further comprising a linear transform operator coupled between the weighted decision combiner and the projection operator.

79. The cancellation system recited in claim 68 configured to process at least one of a set of signals, including cdmaOne, cdma2000, 1xRTT, cdma 1xEV-DO, cdma 1xEV-DV and cdma2000 3x, W-CDMA, Broadband CDMA, UMTS, and GPS signals.

80. A handset configured for receiving a signal, comprising:

a receiver configured to decompose a received signal into a signal of interest and at least one interference component; and

a projection operator configured for supplying at least one simplifying approximation to a projection operation, the projection operator configured to project the received signal onto a signal space constructed from an interference space comprising the at least one interference component.

81. The handset recited in claim 80, wherein the projection operator is further configured to construct the signal space from a linear combination of a plurality of the at least one interference component.

82. The handset recited in claim 80, wherein the projection operator is configured to construct the signal space to be orthogonal or oblique to the at least one interference space.

83. The method recited in claim 80, wherein the projection operation has a form of P_S^⊥

=(I−

S(S^HS)<sup>−

1</sup>S^H), wherein P_S^⊥

is the projection operation, I is an identity matrix, S is an interference matrix indicative of the at least one interference component, and S^H is a Hermitian transpose of the interference matrix.

84. The handset recited in claim 80, wherein the received signal and the at least one interference component are complex valued and the projection operator is a complex operator expressed by up to eight algebraic operations.

85. The handset recited in claim 84, wherein the projection operator includes a combiner configured to combine outputs of the up to eight algebraic operations.

86. The handset recited in claim 80, wherein the projection operator is configured to make at least one simplifying assumption of a set of assumptions, including assuming that cross correlations between real and imaginary parts of the received signal are negligible, assuming that cross correlations between real and imaginary parts of the interference matrix are negligible, assuming that cross correlations between a real part of the received signal and an imaginary part of the interference matrix are negligible, and assuming that cross correlations between an imaginary part of the received signal and a real part of the interference matrix are negligible.

87. The handset recited in claim 80, wherein the projection operator is configured to simplify the projection operator by making approximations S_i^TS_i=S_q^TS_q and S_i^TY_i=S_q^TY_q, where S_i is a real part of an interference matrix, S_q is an imaginary part of the interference matrix, Y_i is a real part of the received signal, Y_q is an imaginary part of the received signal, and ^T denotes a transpose operation.

88. The handset recited in claim 80, wherein the projection operator is configured to provide a first operation having a form

89. The handset recited in claim 80, wherein the receiver includes at least one multi-antenna system, including a diversity combiner and a beam-forming processor.

90. The handset recited in claim 80, wherein the receiver and the projection operator are configured with an iterative feedback loop.

91. The handset recited in claim 80, configured to process at least one of a set of signals, including cdmaOne, cdma2000, 1xRTT, cdma 1xEV-DO, cdma 1xEV-DV and cdma2000 3x, W-CDMA, Broadband CDMA, UMTS, and GPS signals.

92. A threshold detector configured to generate a threshold from a received signal, the threshold detector comprising:

a multiple-access interference selection module configured for detecting at least one of a plurality of traffic channels in the received signal for producing at least one detected traffic channel, and selecting one or more of the at least one detected traffic channel for threshold determination according to predetermined criteria to produce at least one selected traffic channel.

93. The threshold detector recited in claim 92 configured to process a CDMA signal, wherein the plurality of traffic channels comprise CDMA codes.

94. The threshold detector recited in claim 92, wherein the predetermined criteria comprises measured power in the at least one detected traffic channel exceeding a predetermined value.

95. The threshold detector recited in claim 92, wherein the multiple-access interference selection module is configured to provide at least one symbol estimate for the at least one detected traffic channel.

96. The threshold detector recited in claim 95, wherein the multiple-access interference selection module is configured to sum absolute values of I and Q components of the at least one symbol estimate.

97. The threshold detector recited in claim 92, wherein the multiple-access interference selection module is configured to account for signal distortions in the at least one detected traffic channel.

98. The threshold detector recited in claim 92, wherein the multiple-access interference selection module is configured for determining at least one threshold from the at least one selected traffic channel.

99. The threshold detector recited in claim 98, wherein determining the at least one threshold comprises deriving the at least one threshold from a combination of the at least one detected traffic channel and a predetermined constant-value threshold.

100. The threshold detector recited in claim 98, further configured to compare at least one received traffic channel to the at least one threshold.

101. A handset comprising:

a receiver configured to provide a received signal that is decomposable into a signal of interest and at least one interference component,

a linear transformation operator configured to apply at least one linear transformation to the at least one interference component to produce an at least one linearly transformed interference component, and

a projection operator configured for projecting the received signal onto a signal space constructed from an interference-signal space corresponding to the at least one interference component to determine a parameter of the signal of interest.

102. The handset recited in claim 101, wherein the projection operator comprises at least one of an orthogonal projection operator and an oblique projection operator.

103. The handset recited in claim 101, wherein the linear transformation operator is configured to apply at least one of a left linear transformation and a right linear transformation.

105. The handset recited in claim 101, wherein the projection operator is configured to perform a projection over at least one time interval, including a data-symbol interval, an integer multiple of the data-symbol interval, and a fraction of the data-symbol interval.

106. The handset recited in claim 101 configured to process at least one of a set of signals, including cdmaOne, cdma2000, 1xRTT, cdma 1xEV-DO, cdma 1xEV-DV and cdma2000 3x, W-CDMA, Broadband CDMA, UMTS, and GPS signals.