Method and system for transmitter beamforming for reduced complexity multiple input multiple output (MIMO) transceivers
View Patent ↗Aspects of a method and system for transmitter beamforming for reduced complexity multiple input multiple output (MIMO) transceivers are presented. Aspects of the system may include a MIMO transmitter that computes a channel estimate matrix and decomposes the computed channel estimate matrix based on singular value decomposition (SVD). Singular values in a singular value matrix may be rearranged and grouped to generate a plurality of submatrices. In one aspect, each of the submatrices may be decomposed based on GMD at a MIMO transmitter, while a MIMO receiver may utilize a vertical layered space time (VLST) method. In another aspect, the MIMO transmitter may utilize Givens rotation matrices corresponding to each of the submatrices, while the MIMO receiver may utilize maximum likelihood (ML) detection.
1. A method for processing signals in a communication system, the method comprising:
decomposing a channel estimate matrix into a plurality of constituent matrices at a multiple input multiple output (MIMO) transmitter;
generating a plurality of submatrices from at least one of said plurality of constituent matrices; and
transmitting data in a plurality of spatial streams based on decomposition of each of said plurality of submatrices.
2. The method according to claim 1 , wherein said at least one of said plurality of constituent matrices is a diagonal matrix comprising M rows and N columns where M and N represent numbers.
3. The method according to claim 2 , wherein a value for a matrix element located in an i th row and i th column of said diagonal matrix is greater than or equal to a value for a matrix element located in a j th row and j th column of said diagonal matrix wherein i and j refer to matrix element indexes for which a value j is greater than a value i.
4. The method according to claim 2 , wherein said each of said plurality of submatrices comprises a unique set of nonzero valued matrix elements from said diagonal matrix.
5. The method according to claim 4 , wherein said each of said plurality of submatrices is a diagonal matrix comprising no more than 2 rows and 2 columns.
6. The method according to claim 5 , wherein a k th one of said plurality of submatrices comprises at least one of: a k th largest valued nonzero matrix element in said diagonal matrix, and a k th smallest valued nonzero matrix element in said diagonal matrix, where k represents a number.
7. The method according to claim 1 , comprising rearranging an order of nonzero valued diagonal elements in one of said plurality of constituent matrices to generate a rearranged matrix.
8. The method according to claim 7 , comprising grouping nonzero valued matrix elements from said rearranged matrix to generate a plurality of submatrices.
9. The method according to claim 8 , comprising decomposing each of said plurality of submatrices into a corresponding plurality of constituent submatrices.
10. The method according to claim 7 , comprising grouping said nonzero valued matrix elements in said rearranged matrix wherein one of: a value for a multiplicative product of nonzero matrix elements, and a value for an arithmetic square of a nonzero matrix element, in a p th one of said plurality of submatrices is about equal to one of: a value for a multiplicative product of nonzero matrix elements, and a value for an arithmetic square of a nonzero matrix element, in a q th one of said plurality of submatrices.
11. The method according to claim 9 , wherein said at least one of said corresponding plurality of constituent matrices is one of: a lower triangular matrix, and an upper triangular matrix.
12. A system for processing signals in a communication system, the system comprising:
circuitry that enables decomposition of a channel estimate matrix into a plurality of constituent matrices at a multiple input multiple output (MIMO) transmitter;
said circuitry enables generation of a plurality of submatrices from at least one of said plurality of constituent matrices; and
said circuitry enables transmission of data in a plurality of spatial streams based on decomposition of each of said plurality of submatrices.
13. The system according to claim 12 , wherein said at least one of said plurality of constituent matrices is a diagonal matrix comprising M rows and N columns where M and N represent numbers.
14. The system according to claim 13 , wherein a value for a matrix element located in an i th row and i th column of said diagonal matrix is greater than or equal to a value for a matrix element located in a j th row and j th column of said diagonal matrix wherein i and j refer to matrix element indexes for which a value j is greater than a value i.
15. The system according to claim 13 , wherein said each of said plurality of submatrices comprises a unique set of nonzero valued matrix elements from said diagonal matrix.
16. The system according to claim 15 , wherein said each of said plurality of submatrices is a diagonal matrix comprising no more than 2 rows and 2 columns.
17. The system according to claim 16 , wherein a k th one of said plurality of submatrices comprises at least one of: a k th largest valued nonzero matrix element in said diagonal matrix, and a k th smallest valued nonzero matrix element in said diagonal matrix, where k represents a number.
18. The system according to claim 12 , wherein said circuitry enables rearrangement of an order of nonzero valued diagonal elements in one of said plurality of constituent matrices to generate a rearranged matrix.
19. The system according to claim 18 , wherein said circuitry enables grouping of nonzero valued matrix elements from said rearranged matrix to generate a plurality of submatrices.
20. The system according to claim 19 , wherein said circuitry enables said decomposition of each of said plurality of submatrices into a corresponding plurality of constituent submatrices.
21. The system according to claim 18 , wherein said circuitry enables grouping of said nonzero valued matrix elements in said rearranged matrix wherein one of: a value for a multiplicative product of nonzero matrix elements, and a value for an arithmetic square of a nonzero matrix element, in a p th one of said plurality of submatrices is about equal to one of: a value for a multiplicative product of nonzero matrix elements, and a value for an arithmetic square of a nonzero matrix element, in a q th one of said plurality of submatrices.
22. The system according to claim 20 , wherein said at least one of said corresponding plurality of constituent matrices is one of: a lower triangular matrix, and an upper triangular matrix.