User device scheduling
An apparatus, method, and non-transitory computer readable medium performing estimating spatial overlap of beams associated with one or more combinations of at least two user devices of a plurality of user devices of a mobile communications system based, at least in part, on angular direction of radiated power of the user devices, wherein the user devices include candidate user devices to be scheduled on a network resource for multi user channel transmission; and determining scheduling metrics associated with the one or more combinations of the at least two user devices of the plurality of user devices based on the estimated spatial overlap.
1. An apparatus comprising:
at least one processor; and
at least one memory including computer program code, the at least one memory and the computer program code configured, with the at least one processor, to cause the apparatus to perform
estimating spatial overlap of beams associated with one or more combinations of at least two user devices of a plurality of user devices of a mobile communications system based, at least in part, on angular direction of radiated power of the user devices, wherein the user devices comprise candidate user devices to be scheduled on a network resource for multi user channel transmission,
determining scheduling metrics associated with the one or more combinations of the at least two user devices of the plurality of user devices based on the estimated spatial overlap, and
modeling phase perturbation(s) of channel coefficients provided by a channel state information vector of a first user device with respect to angular variations to provide a perturbed channel state information vector of the first user device for use in estimating said spatial overlap.
2. The apparatus as claimed in claim 1 , wherein the estimating spatial overlap estimates said spatial overlap based on an angular power spectrum associated with channel state information vectors of the at least two user devices, wherein the angular power spectra is determined from channel state information of the respective user devices.
3. The apparatus as claimed in claim 2 , wherein the scheduling metrics provide an indication of similarity of angular power spectra of the at least two user devices.
4. The apparatus as claimed in claim 1 , wherein the determining the scheduling metrics comprises:
calculating a correlation between a channel state information vector of a respective second user device and the perturbed channel state information vector of the first user device; and
estimating a power of interference between the perturbed channel state information vector of the first user device and the channel state information vector of the respective second user device.
5. The apparatus as claimed in claim 4 , wherein the estimating said power of interference estimates said power of interference over a first range of angles.
6. The apparatus as claimed in claim 4 , wherein the estimating said power of interference estimates said power of interference in a receiving direction of the first user device.
7. The apparatus as claimed in claim 1 , wherein the scheduling metrics provide an indication of interference between user devices, wherein the indication can be used for determining scheduling of user devices on network resource(s) for multi user channel transmission.
8. The apparatus as claimed in claim 1 , wherein one or more of the combinations comprise a pair of user devices.
9. The apparatus as claimed in claim 1 , wherein the scheduling metrics are determined with respect to the first user device scheduled for transmission, wherein the determining the scheduling metrics comprises determining scheduling metrics of one or more combinations of the first user device with at least one second user device.
10. A method comprising:
estimating spatial overlap of beams associated with one or more combinations of at least two user devices of a plurality of user devices of a mobile communications system based, at least in part, on angular direction of radiated power of the user devices, wherein the user devices comprise candidate user devices to be scheduled on a network resource for multi user channel transmission;
determining scheduling metrics associated with the one or more combinations of the at least two user devices of the plurality of user devices based on the estimated spatial overlap; and
modeling phase perturbation(s) of channel coefficients provided by a channel state information vector of a first user device with respect to angular variations to provide a perturbed channel state information vector of the first user device for use in estimating said spatial overlap.
11. The method as claimed in claim 10 , wherein the scheduling metrics provide an indication of interference between user devices, wherein the indication can be used for determining scheduling of user devices on network resource(s) for multi user channel transmission.
12. A non-transitory computer readable medium storing computer program instructions, which when executed by a processor of an apparatus, cause the apparatus to perform:
estimating spatial overlap of beams associated with one or more combinations of at least two user devices of a plurality of user devices of a mobile communications system based, at least in part, on angular direction of radiated power of the user devices, wherein the user devices comprise candidate user devices to be scheduled on a network resource for multi user channel transmission;
determining scheduling metrics associated with the one or more combinations of the at least two user devices of the plurality of user devices based on the estimated spatial overlap; and
modeling phase perturbation(s) of channel coefficients provided by a channel state information vector of a first user device with respect to angular variations to provide a perturbed channel state information vector of the first user device for use in estimating said spatial overlap.