System and method for power saving in an ORAN with intelligent beamforming weights
Techniques for reducing power consumption in a radio unit are disclosed. The techniques include determining a number of Multiple-Input-Multiple-Output (MIMO) antenna elements of a MIMO antenna panel required to serve one or more User Equipment (UEs), identifying a number of MIMO antenna elements of the MIMO antenna panel not needed to serve the UEs. The techniques include sending, from an Open Radio Network (O-RAN) Distributed Unit (O-DU) to a O-RAN Radio Unit (O-RU), a beamforming weight of zero assigned to the MIMO antenna elements identified as not needed to serve the one or more UEs, the beamforming weight being sent in a digital domain via a Control plane (C-plane). The MIMO antenna elements assigned the beamforming weight of zero may be disabled thereby reducing the power consumption of the O-RU. Artificial Intelligence algorithms may be implemented to dynamically determine areas where the O-RAN should have more coverage or less coverage.
1. A method of controlling one or more a sub-arrays of antenna elements, the method comprising:
determining a number of Multiple-Input-Multiple-Output (MIMO) antenna elements of a MIMO antenna panel required to serve one or more User Equipment (UEs);
identifying a number of MIMO antenna elements of the MIMO antenna panel not necessary to serve the one or more UEs;
sending, from an Open Radio Network (O-RAN) Distributed Unit (O-DU) to a O-RAN Radio Unit (O-RU), a beamforming weight of zero assigned to the MIMO antenna elements identified as not necessary to serve the one or more UEs, the beamforming weight being sent in a digital domain via a Control plane (C-plane); and
disabling the MIMO antenna elements assigned the beamforming weight of zero.
2. The method according to claim 1 , wherein the MIMO antenna elements correspond to a single antenna or multiple antennas of the MIMO antenna panel.
3. The method according to claim 2 , wherein disabling the MIMO antenna elements includes disabling one or more power amplifiers (PAs) corresponding to the disabled antenna elements.
4. The method according to claim 1 , wherein enabling or the disabling of the MIMO antenna elements is performed on a scalable Transmission Time Interval (TTI) unit.
5. The method according to claim 1 , wherein a Next Generation Node B (gNB) determines the number of MIMO antenna elements of the MIMO antenna panel required to serve the one or more UEs.
6. The method according to claim 5 , wherein the gNB determines the number of MIMO antenna elements of the MIMO antenna panel required to serve the one or more UEs based on a location of the one or more UEs.
7. The method according to claim 6 , further comprising learning areas where a plurality of UEs are concentrated and dynamically determining areas where the O-RAN should have more coverage and areas where the O-RAN should have less coverage.
8. The method according to claim 7 , further comprising implementing Artificial Intelligence algorithms for learning the areas where the plurality of UEs are concentrated and dynamically determining areas where the O-RAN should have more coverage and areas where the O-RAN should have less coverage.
9. The method according to claim 8 , further comprising reconfiguring the O-RAN dynamically according to determined coverage areas.
10. A wireless communication system comprising:
a plurality of User Equipment (UEs)
a Next Generation Node B (gNB) configured to:
determine a number of Multiple-Input-Multiple-Output (MIMO) antenna elements of a MIMO antenna panel required to serve at least one of the plurality of UEs; and
identify a number of MIMO antenna elements of the MIMO antenna panel not necessary to serve the at least one of the plurality of UEs;
an Open Radio Network (O-RAN) Central Unit (O-CU) connected to the gNB and;
an O-RAN Distributed Unit (O-DU) connected to the O-CU; and
an O-RAN Radio Unit (O-RU), wherein the O-DU is configured to send to the O-RU a beamforming weight of zero assigned to the MIMO antenna elements identified as not necessary to serve the at least one of the plurality of UEs, the beamforming weight being sent in a digital domain via a Control plane (C-plane), and wherein the O-RU is configured to disable the MIMO antenna elements assigned the beamforming weight of zero.
11. The wireless communication system according to claim 10 , wherein the MIMO antenna elements correspond to a single antenna, or multiple antennas of the MIMO antenna panel.
12. The wireless communication system according to claim 11 , wherein the O-RU disabling the MIMO antenna elements includes disabling one or more power amplifiers (PAS) corresponding to the disabled antenna elements.
13. The wireless communication system according to claim 10 , wherein the O-RU is configured to enable or the disable the MIMO antenna elements on a scalable Transmission Time Interval (TTI) unit.
14. The wireless communication system according to claim 10 , wherein the gNB determines the number of MIMO antenna elements of the MIMO antenna panel required to serve one or more UEs based on a location of the one or more UEs.
15. The wireless communication system according to claim 14 , wherein the gNB is configured to learn areas where the plurality of UEs are concentrated and dynamically determine areas where wireless communication system should have more coverage and areas where the O-RAN should have less coverage.
16. The wireless communication system according to claim 15 , wherein the gNB is configured to communicate with an Artificial Intelligence (AI) platform, wherein machine learning or deep learning techniques implemented in the AI platform learn the areas where the plurality of UEs are concentrated and dynamically determine areas where the wireless communication system should have more coverage and areas where the O-RAN should have less coverage.
17. The wireless communication system according to claim 16 , wherein the gNB is further configured to dynamically reconfigure the coverage area.
18. The wireless communication system according to claim 17 , further comprising a plurality of gNBs and corresponding O-CU, O-DU, and O-RU.
19. A non-transitory computer-readable medium having stored thereon instructions for causing processing circuitry to execute a process, the process comprising:
determining a number of Multiple-Input-Multiple-Output (MIMO) antenna elements of a MIMO antenna panel required to serve one or more User Equipment (UEs);
identifying a number of Multiple-Input-Multiple-Output (MIMO) antenna elements of the MIMO antenna panel not essential to serve the one or more UEs;
sending, from an Open Radio Network (O-RAN) Distributed Unit (O-DU) to a O-RAN Radio Unit (O-RU), a beamforming weight of zero assigned to the MIMO antenna elements identified as not essential to serve the one or more UEs, the beamforming weight being sent in a digital domain via a Control plane (C-plane); and
disabling the MIMO antenna elements assigned the beamforming weight of zero.