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US5471647A
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Method for minimizing cross-talk in adaptive transmission antennas
Assignee: Leland Stanford Junior University
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Filing: 1993-04-14
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Granted: 1995-11-28
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Expires: 2013-04-14
Abstract
Abstract A method is disclosed for using feedback signals (32) to optimize the directional properties of information signals (19) with respect to their intended receivers (16), where information signals (19) are applied to the transmitting elements (14) of a transmitting antenna array (12). Feedback signals (32) generated at receivers (16) by probing signals (17) are monitored, and the weight matrix with which signals (17) are distributed among array elements (14) is adjusted according to feedback signals (32) to minimize cross-talk. Information signals (18) transmitted according to an optimized weight matrix will also have reduced cross-talk. A weight matrix may be optimized by perturbing an initial weight matrix, calculating an error function from the feedback signals (32) produced by each perturbed weight matrix, estimating the direction of an extremum from the error functions, and adjusting the initial weight matrix in that direction. Alternatively, a gain matrix for the transmitting array may be explicitly determined by sequentially exciting each transmitting element (14) and measuring the resultant feedback signals (32). These are then used to calculate the weight matrix that eliminates cross-talk.
Inventors
- 👤 Derek Gerlach
- 👤 Arogyaswami J. Paulraj
Bibliographic Details
Application Number
—
Jurisdiction
US
Data Source
google_patents
Last Synchronized
2026-10-26 03:19
CPC Classifications
H; H04; H04B; H04B7/00; H04B7/02; H04B7/04; H04B7/06; H04B7/0613; H04B7/0615; H04B7/0619; H04B7/0621; H04B7/0626; H01; H01Q; H01Q3/00; H01Q3/26; H01Q3/2605; H04B1/00; H04B1/06; H04B1/10; H04B1/12; H04B1/123; H04B1/126; H04B7/0617
Claims Analysis
Total Claims: 20
Claim 1
Independent Claim
99 words
A method for minimizing cross-talk among information signals in a wireless communication system comprising an array of transmitting elements and a collection of receivers, the method comprising the steps of: transmitting a set of probing signals from the array according to a probing weight matrix; feeding back from the receivers to the array in response to the probing signals a set of feedback signals measuring the cross-talk; calculating from the feedback signals a new weight matrix that reduces the cross-talk measured by the feedback signals; and transmitting a set of new information signals according to the new weight matrix.
Claim 2
Independent Claim
99 words
A method for minimizing cross-talk among information signals in a wireless communication system comprising an array of transmitting elements and a collection of receivers, the method comprising the steps of: transmitting a set of probing signals from the array according to a probing weight matrix; feeding back from the receivers to the array in response to the probing signals a set of feedback signals measuring the cross-talk; calculating from the feedback signals a new weight matrix that reduces the cross-talk measured by the feedback signals; and transmitting a set of new information signals according to the new weight matrix.
Claim 3
Dependent Claim
25 words
The method of claim 1 wherein the probing weight matrix is a perturbation of a selected weight matrix, and the feedback signals include error functions.
Claim 4
Dependent Claim
35 words
The method of claim 2 wherein the calculating step comprises: computing an estimated gradient of the error functions; and obtaining the new weight matrix by adjusting the selected weight matrix according to the estimated gradient.
Claim 5
Dependent Claim
15 words
The method of claim 3 wherein the set of probing signals comprises the information signals.
Claim 6
Dependent Claim
20 words
The method of claim 4 wherein the feeding back and the calculating steps are repeated until cross-talk is substantially minimized.
Claim 7
Dependent Claim
28 words
The method of claim 4 wherein the probing signals applied to the array using a type of multiplexing chosen from the group consisting of time, frequency, and code.
Claim 8
Dependent Claim
35 words
The method of claim 1 wherein the calculating step comprises the substeps of: determining a gain matrix from the feedback signals; and computing from the gain matrix the new weight matrix which substantially eliminates cross-talk.
Claim 9
Dependent Claim
25 words
The method of claim 7 wherein the determining substep comprises determining the gain matrix from a least squares fit to a collection of signal matrices.
Claim 10
Dependent Claim
22 words
The method of claim 8 wherein the computing substep comprises computing the new weight matrix from the pseudoinverse of the gain matrix.
Claim 11
Dependent Claim
32 words
The method of claim 1 wherein the calculating step comprises calculating the new weight matrix by multiplying the probing weight matrix by the Hermitian conjugate of the inverse of a signal matrix.
Claim 12
Dependent Claim
30 words
The method of claim 1 wherein the probing weight matrix is chosen so that each of the probing signals successively excites only one of the transmitting elements of the array.
Claim 13
Independent Claim
137 words
A method for using feedback and spatial multiplexing to reduce cross-talk between information signals transmitted from an array of transmitting elements to a collection of receivers, the method comprising the steps of: choosing a weight matrix W which characterizes the complex amplitudes with which the information signals are applied to the array of transmitting elements; transmitting the information signals from the array to the receivers according to the weight matrix W; feeding back from the receivers to the array a signal matrix C whose off-diagonal elements measure the cross-talk between the information signals; calculating a new weight matrix W' from the weight matrix W and the signal matrix C such that a formula equivalent to W'=W(C -1 ) H is substantially satisfied; and transmitting new information signals from the array according to the new weight matrix W'.
Claim 14
Independent Claim
137 words
A method for using feedback and spatial multiplexing to reduce cross-talk between information signals transmitted from an array of transmitting elements to a collection of receivers, the method comprising the steps of: choosing a weight matrix W which characterizes the complex amplitudes with which the information signals are applied to the array of transmitting elements; transmitting the information signals from the array to the receivers according to the weight matrix W; feeding back from the receivers to the array a signal matrix C whose off-diagonal elements measure the cross-talk between the information signals; calculating a new weight matrix W' from the weight matrix W and the signal matrix C such that a formula equivalent to W'=W(C -1 ) H is substantially satisfied; and transmitting new information signals from the array according to the new weight matrix W'.
Claim 15
Dependent Claim
62 words
The method of claim 12 wherein the calculating step comprises the substeps of: calculating a gain matrix A from the weight matrix W and the signal matrix C using a formula equivalent to W H A=C; calculating the new weight matrix W' from the gain matrix A using a formula equivalent to W' H A=I or, equivalently, W'=A(A H A) -1 .
Claim 16
Dependent Claim
33 words
The method of claim 12 wherein the weight matrix W is chosen so that all its elements are zero except for a diagonal collection of elements, each of which is equal to one.
Claim 17
Dependent Claim
58 words
The method of claim 12 wherein the calculating step comprises the substeps of: calculating a gain matrix A from a least squares fit to a collection of signal matrices accumulated over time; calculating the new weight matrix W' from the gain matrix A using a formula equivalent to W' H A=I or, equivalently, W'=A(A H A) -1 .
Claim 18
Dependent Claim
35 words
The method of claim 12 wherein the transmitting of the information signals comprises applying each of the information signals to the array according a weight vector corresponding to a column of the weight matrix W.
Claim 19
Dependent Claim
31 words
The method of claim 16 wherein the information signals are probing signals applied to the array using a type of multiplexing chosen from the group consisting of time, frequency, and code.
Claim 20
Dependent Claim
44 words
The method of claim 12 wherein the choosing of the weight matrix comprises perturbing a selected weight matrix; and wherein the calculating step comprises using the signal matrix to determine the direction in which the weight matrix W should be adjusted to reduce cross-talk.
References Cited (Backward Citations)
USPTO Annuity & Maintenance Windows
| Annuity Stage | Window Opens | Payment Deadline | Surcharge Period Until | Estimated Fee | Status |
|---|---|---|---|---|---|
| 3.5 Years (Year 4) | 1998-11-27 | 1999-05-29 | 1999-11-28 | $2000.00 | Window Closed / Lapsed |
| 7.5 Years (Year 8) | 2002-11-27 | 2003-05-29 | 2003-11-28 | $3760.00 | Window Closed / Lapsed |
| 11.5 Years (Year 12) | 2006-11-27 | 2007-05-29 | 2007-11-28 | $7700.00 | Window Closed / Lapsed |