Global codebook for coordinated multi-point processing
View Patent ↗In accordance with one or more embodiments of the present disclosure a method for generating a codebook comprises generating a plurality of wireless communication channel representations. The method further comprises generating a precoding matrix for each of the plurality of wireless communication channel representations. The method additionally comprises performing a clustering operation on the precoding matrices to determine a plurality of centroids associated with the precoding matrices. Also the method includes determining codewords based on the centroids and generating a codebook based on the codewords.
1. A method for generating a codebook comprising:
using a processor, generating a plurality of wireless communication channel representations, wherein generating the plurality of wireless communication channel representations comprises:
determining a first wireless communication channel representation associated with downlink (DL) communication between a first transmission site and an endpoint;
determining a second wireless communication channel representation associated with DL communication between a second transmission site and the endpoint; and
combining the first wireless communication channel representation with the second wireless communication channel representation to form a composite wireless communication channel representation associated with a joint DL communication between the endpoint and the first transmission site and the second transmission site;
using the processor, generating a precoding matrix for each of the plurality of wireless communication channel representations;
using the processor, performing a clustering operation on the precoding matrices to determine a plurality of centroids associated with the precoding matrices;
using the processor, determining codewords based on the centroids;
using the processor, generating a codebook based on the codewords; and
transmitting the codebook to at least one of the first transmission site and the second transmission site for use in communications with the endpoint.
2. The method of claim 1 , wherein performing the clustering operation comprises performing a generalized Lloyd's algorithm.
3. The method of claim 1 , further comprising determining a size of the codebook and determining a number of centroids based on the size of the codebook.
4. The method of claim 1 , further comprising applying a power distribution function to the second wireless communication channel representation.
5. The method of claim 1 , further comprising applying a phase shift to the second wireless communication channel representation.
6. The method of claim 1 , wherein the first wireless communication channel representation and the second wireless communication channel representation are uncorrelated.
7. The method of claim 1 , wherein generating the plurality of wireless communication channel representations comprises generating a multiple input/multiple output (MIMO) wireless communication channel representation for each of the plurality of wireless communication channel representations.
8. The method of claim 1 , wherein generating the plurality of wireless communication channel representations comprises generating at least ten thousand wireless communication channel representations.
9. The method of claim 1 , further comprising generating a channel realization set based on a Spatial Channel Model Extended (SCME) distribution and wherein generating the plurality of wireless communication channel representations is based on the channel realization set.
10. One or more non-transitory computer-readable media embodying logic that, when executed by a processor, is configured to perform operations comprising:
generating a plurality of wireless communication channel representations, wherein generating the plurality of wireless communication channel representations comprises:
determining a first wireless communication channel representation associated with downlink (DL) communication between a first transmission site and an endpoint;
determining a second wireless communication channel representation associated with DL communication between a second transmission site and the endpoint; and
combining the first wireless communication channel representation with the second wireless communication channel representation to form a composite wireless communication channel representation associated with a joint DL communication between the endpoint and the first transmission site and the second transmission site;
generating a precoding matrix for each of the plurality of wireless communication channel representations;
performing a clustering operation on the precoding matrices to determine a plurality of centroids associated with the precoding matrices;
determining codewords based on the centroids;
generating a codebook based on the codewords; and
transmitting the codebook to at least one of the first transmission site and the second transmission site for use in communications with the endpoint.
11. The one or more media of claim 10 , wherein performing the clustering operation comprises performing a generalized Lloyd's algorithm.
12. The one or more media of claim 10 , wherein the logic is further configured to perform operations comprising determining a size of the codebook and determining a number of centroids based on the size of the codebook.
13. The one or more media of claim 10 , wherein the logic is further configured to perform operations comprising applying a power distribution function to the second wireless communication channel representation.
14. The one or more media of claim 10 , wherein the logic is further configured to perform operations comprising applying a phase shift to the second wireless communication channel representation.
15. The one or more media of claim 10 , wherein the first wireless communication channel representation and the second wireless communication channel representation are uncorrelated.
16. The one or more media of claim 10 , wherein generating the plurality of wireless communication channel representations comprises generating a multiple input/multiple output (MIMO) wireless communication channel representation for each of the plurality of wireless communication channel representations.
17. The one or more media of claim 10 , wherein generating the plurality of wireless communication channel representations comprises generating at least ten thousand wireless communication channel representations.
18. The one or more media of claim 10 , wherein the logic is further configured to perform operations comprising generating a channel realization set based on a Spatial Channel Model Extended (SCME) distribution and wherein generating the plurality of wireless communication channel representations is based on the channel realization set.