Symbol estimation-based decorrelator for directing beams and nulls to remote users in a wireless communications system
View Patent ↗Spatial and temporal characteristics of received radio signals in a multiple user radio system can be estimated based on signals received from the users. In one embodiment, the invention includes collecting measurements of radio frequency signals received at different elements of an antenna system over time, the received signals corresponding at least in part to transmissions received from a system user, collecting representations of the transmissions of the system user, and comparing the representations to the collected measurements to form a spatial characterization of the radio channel traversed by transmissions of the system user in which the elements of the spatial characterization represent forming a beam in the direction of the system user and directing nulls to interferers.
1. A method comprising:
collecting measurements of radio frequency signals received at different elements of an antenna system, the received signals corresponding to transmissions received from a system user and from at least one interfering user;
collecting representations of the transmissions of the system user and the at least one interfering use;
cross-correlating the collected measurements and the collected representations; and
comparing the cross-correlation to the collected measurements to form a spatial characterization of the radio channel traversed by transmissions of the system user in which the elements of the spatial characterization represent forming a beam in the direction of the system user and directing nulls to the interfering user, wherein comparing comprises multiplying a matrix of the cross-correlation with a product of a matrix of the collected measurements to form a matrix in which the elements of the matrix characterize the radio channel traversed by transmissions of the system user.
2. The method of claim 1 , wherein the transmission representations comprise estimates of the transmissions.
3. The method of claim 1 , wherein the transmission representations comprise known sequences stored in memory.
4. The method of claim 3 , wherein the transmission representations comprise known training sequences.
5. The method of claim 1 , wherein the received signals also correspond to signals received from a plurality of interfering users, wherein collecting representations further comprises collecting representations of the transmissions of the plurality of interfering users, and wherein directing nulls comprises directing a null to each of the plurality of interfering users.
6. The method of claim 1 , wherein collecting measurements comprises building a matrix with a row for each antenna element and a column for the time that each measurement is made.
7. The method of claim 6 , wherein collecting representations comprises building a matrix with a column for the system user and a column for each of the interfering users and a row corresponding to different samples of transmission of each respective user.
8. A machine-readable medium having stored thereon data representing instructions which, when executed by a machine, cause the machine to perform operations comprising:
collecting measurements of radio frequency signals received at different elements of an antenna system, the received signals corresponding to transmissions received from a system user and from at least one interfering user;
collecting representations of the transmissions of the system user and the at least one interfering user:
cross-correlating the collected measurements and the collected representations; and
comparing the cross-correlation to the collected measurements to form a spatial characterization of the radio channel traversed by transmissions of the system user in which the elements of the spatial characterization represent forming a beam in the direction of the system user and directing nulls to interferers, wherein comparing comprises multiplying the cross-correlation with the inverse of the product of the representations matrix multiplied by its transpose and complex conjugate to form a matrix of estimated spatial signatures.
9. The medium of claim 8 , wherein the transmission representations comprise known training sequences.
10. The medium of claim 8 , wherein the received signals also correspond to signals received a plurality of interfering users, wherein collecting representations further comprises collecting representations of the transmissions of the plurality of interfering users, and wherein directing nulls comprises directing a null to each of the plurality of interfering users.
11. The medium of claim 8 , wherein collecting measurements comprises building a matrix with a row for each antenna element and a column for the time that each measurement is made.
12. The medium of claim 11 , wherein collecting representations comprises building a matrix with a column for each of a plurality of different users and a row corresponding to different samples of transmission of each respective user.
13. An apparatus comprising:
a receiver coupled to different elements of an antenna system;
a sampler to collect measurements of radio frequency signals received at different elements of an antenna system over time, the received signals corresponding to transmissions received from a system user;
a memory to collect representations of the transmissions of the system user; and
a signal processor to cross-correlate the collected measurements and the collected representations, and to compare the cross-correlation to the collected measurements to form a spatial characterization of the radio channel traversed by transmissions of the system user in which the elements of the spatial characterization represent forming a beam in the direction of the system user and directing nulls to the interfering user, wherein comparing comprises multiplying the cross-correlation with the inverse of the product of the representations matrix multiplied by its transpose and complex conjugate to form a matrix of estimated spatial signatures.
14. The apparatus of claim 13 , wherein the transmission representations comprise estimates of the transmissions.
15. The apparatus of claim 13 , wherein the transmission representations comprise known sequences stored in the memory.
16. The apparatus of claim 15 , wherein the known sequences comprise training sequences.
17. A method comprising:
collecting measurements of radio frequency signals received at different elements of an antenna system, the received signals corresponding to transmissions received from a system user and from at least one interfering user;
collecting representations of the transmissions of the system user and the at least one interfering use;
cross-correlating the collected measurements and the collected representations; and
comparing the cross-correlation to the collected measurements to form a spatial characterization of the radio channel traversed by transmissions of the system user in which the elements of the spatial characterization represent forming a beam in the direction of the system user and directing nulls to the interfering user, wherein comparing comprises multiplying the cross-correlation with the inverse of the product of the representations matrix multiplied by its transpose and complex conjugate to form a matrix of estimated spatial signatures.
18. The method of claim 17 , wherein the received signals also correspond to signals received from a plurality of interfering users, wherein collecting representations further comprises collecting representations of the transmissions of the plurality of interfering users, and wherein directing nulls comprises directing a null to each of the plurality of interfering users.
19. The method of claim 17 , wherein comparing comprises cross-correlating the first matrix with itself to form a second cross-correlation matrix and multiplying the first cross-correlation matrix with the inverse of the product of the second cross-correlation matrix multiplied by its transpose and complex conjugate.
20. The method of claim 17 , wherein collecting measurements comprises building a matrix with a row for each antenna element and a column for the time that each measurement is made.
21. The method of claim 20 , wherein collecting representations comprises building a matrix with a column for the system user and a column for each of the interfering users and a row corresponding to different samples of transmission of each respective user.