Interference alignment in a network with asymmetrical channel dimensions
Systems and methods for full-duplex communication in a communications network, including generating a combined channel matrix including two or more channel matrices and determining a null space and a basis for the combined channel matrix. Common, individual, and disjoint vector spaces are determined, and common vector space is determined for each of one or more receiving nodes and each or one or more transmitting nodes, disjoint vector spaces for each of the one or more nodes are determined based on the common vector space for each of the one or more nodes, and individual vector spaces are determined based on the common and the disjoint vector spaces. Signals are mapped at each of the nodes to determine corresponding vector spaces; and interference alignment is performed in common vector spaces and zero forcing in disjoint vector spaces using a hardware processor.
1. A method for interference alignment for full-duplex communication in a communications network with asymmetrical channel dimensions, comprising:
generating a combined channel matrix including two or more channel matrices with asymmetrical channel dimensions;
determining a null space and a basis for the combined channel matrix;
determining common, individual, and disjoint vector spaces, wherein:
common vector space is determined for each of one or more receiving nodes and each or one or more transmitting nodes,
disjoint vector spaces for each of the one or more nodes are determined based on the common vector space for each of the one or more nodes, and disjoint vector spaces for each of the one or more transmitting nodes are obtained by determining an inverse image of each of the channel matrices through a corresponding channel, and
individual vector spaces are determined based on the common and the disjoint vector spaces;
mapping signals at each of the one or more nodes to determined corresponding vector spaces; and
performing only interference alignment in common vector spaces and zero forcing only in disjoint vector spaces using a hardware processor.
2. The method of claim 1 , wherein the combined channel matrix is obtained by multiplying at least an inverse of a first channel matrix with at least a second channel matrix.
3. The method as recited in claim 1 , wherein the communications network is a heterogeneous communications network.
4. The method as recited in claim 1 , wherein the communications network is a single-cell communication network.
5. The method as recited in claim 1 , wherein the common vector spaces at each of the one or more transmitting nodes is found by determining an inverse image of the common vector space of one or more receiving nodes at each of the one or more transmitting nodes.
6. The method as recited in claim 1 , wherein the interference alignment is performed to address uplink-downlink interference (UDI) interference where multiple communications links are active.
7. A system for interference alignment for full-duplex communication in a communications network with asymmetrical channel dimensions, comprising:
a plurality of modules, each module including at least one processor, and a memory, the processor being configured to:
generate, using a channel matrix generation module, a combined channel matrix including two or more channel matrices with asymmetrical channel dimensions;
determine, using a null space determination module a null space and a basis for the combined channel matrix;
determine, using a vector space determination module, common, individual, and disjoint vector spaces, wherein:
common vector space is determined for each of one or more receiving nodes and each or one or more transmitting nodes,
disjoint vector spaces for each of the one or more nodes are determined based on the common vector space for each of the one or more nodes, and disjoint vector spaces for each of the one or more transmitting nodes are obtained by determining an inverse image of each of the channel matrices through a corresponding channel, and
individual vector spaces are determined based on the common and the disjoint vector spaces;
map, using a mapping module, signals at each of the one or more nodes to determined corresponding vector spaces; and
perform, using an interference alignment module, only interference alignment in common vector spaces and zero forcing only in disjoint vector spaces using a hardware processor.
8. The system as recited in claim 7 , wherein the combined channel matrix is obtained by multiplying at least an inverse of a first channel matrix with at least a second channel matrix.
9. The system as recited in claim 7 , wherein the communications network is a heterogeneous communications network.
10. The system as recited in claim 7 , wherein the communications network is a single-cell communication network.
11. The system as recited in claim 7 , wherein the common vector spaces at each of the one or more transmitting nodes is found by determining an inverse image of the common vector space of one or more receiving nodes at each of the one or more transmitting nodes.
12. The system as recited in claim 7 , wherein the interference alignment is performed to address uplink-downlink interference (UDI) interference where multiple communications links are active.