Granted Patent B1

US 12,457,556 · App. 18/930,929 · Granted Oct 28, 2025

Inventors: Raymond E. Reeves (Orlando, FL); Simon Youngs (Overland Park, KS)

Assignee: T-Mobile USA, Inc.

H04W52/0258H04W16/22H04W84/06

Abstract

Claims (71)

1 . A device comprising:

at least one hardware processor; and

at least one non-transitory memory storing instructions, which, when executed by the at least one hardware processor, cause the device to:

monitor a current network resource utilization metric of a radio access network (RAN) cell of a terrestrial wireless telecommunications network;

predict a network resource utilization metric of the RAN cell in a future time period based on at least one factor,

wherein the at least one factor comprises determining a success probability of transferring a first call or a first data session by a first wireless device from the RAN cell to a non-terrestrial network (NTN), and

wherein the success probability is determined based on a success or failure of a second call or a second data session whose transfer was attempted by a second wireless device during a prior time period;

determine a network resource utilization metric of the NTN in the future time period; and

in response to determining that the network resource utilization metric of the RAN cell is less than a first threshold and the network resource utilization metric of the NTN is less than a second threshold in the future time period, initiate an energy conservation procedure,

wherein initiating the energy conservation procedure comprises sending an instruction to the first wireless device connected to the RAN cell to transfer the first call or the first data session from the RAN cell to the NTN, and

wherein initiating the energy conservation procedure further comprises sending an instruction to the RAN cell to enter a low power mode of operation.

2 . The device of claim 1 ,

wherein the at least one factor comprises determining a subscriber geolocation vector of at least one subscriber of the terrestrial wireless telecommunications network, and

wherein the subscriber geolocation vector is determined based on a current location, a current speed, and a current direction of travel of the subscriber.

3 . The device of claim 1 ,

wherein the at least one factor comprises determining a subscriber usage metric of a subscriber of the terrestrial wireless telecommunications network, and

wherein the subscriber usage metric represents a volume of network traffic expected to be generated by the subscriber during the future time period.

4 . The device of claim 1 caused to:

when the network resource utilization metric of the NTN is greater than the second threshold, exit the energy conservation procedure,

wherein exiting the energy conservation procedure comprises preventing sending of the instruction to the first wireless device to transfer the first call or the first data session from the RAN cell to the NTN, and

wherein exiting the energy conservation procedure further comprises preventing sending of the instruction to the RAN cell to enter the low power mode of operation.

5 . The device of claim 1 ,

wherein initiating the energy conservation procedure reduces greenhouse gas emissions compared to a normal mode of operation of the RAN cell.

6 . A method for reducing greenhouse gas emissions of a terrestrial wireless telecommunications network comprising a radio access network (RAN) cell, the method comprising:

monitoring a current network resource utilization metric of the RAN cell;

predicting a network resource utilization metric of the RAN cell in a future time period based on at least one factor,

wherein the at least one factor comprises determining a success probability of transferring a first call or a first data session by a first wireless device from the RAN cell to a non-terrestrial network (NTN), and

wherein the success probability is determined based on a success or failure of a second call or a second data session whose transfer was attempted by a second wireless device during a prior time period;

determining a network resource utilization metric of the NTN in the future time period; and

in response to determining that the network resource utilization metric of the RAN cell is less than a first threshold and the network resource utilization metric of the NTN is less than a second threshold in the future time period, initiating an energy conservation procedure,

wherein initiating the energy conservation procedure comprises sending an instruction to the first wireless device connected to the RAN cell to transfer the first call or the first data session from the RAN cell to the NTN, and

wherein initiating the energy conservation procedure further comprises sending an instruction to the RAN cell to enter a low power mode of operation.

7 . The method of claim 6 wherein the at least one factor comprises:

determining a subscriber geolocation vector of at least one subscriber of the terrestrial wireless telecommunications network,

wherein the subscriber geolocation vector is determined based on a current location, a current speed, and a current direction of travel of the subscriber.

8 . The method of claim 6 wherein the at least one factor comprises:

determining a subscriber usage metric of a subscriber of the terrestrial wireless telecommunications network,

wherein the subscriber usage metric represents a volume of network traffic expected to be generated by the subscriber during the future time period.

9 . The method of claim 6 further comprising:

when the network resource utilization metric of the NTN is greater than the second threshold, exiting the energy conservation procedure,

wherein exiting the energy conservation procedure comprises preventing sending of the instruction to the first wireless device to transfer the first call or the first data session from the RAN cell to the NTN, and

wherein exiting the energy conservation procedure further comprises preventing sending of the instruction to the RAN cell to enter the low power mode of operation.

10 . The method of claim 6 ,

wherein initiating the energy conservation procedure reduces greenhouse gas emissions compared to a normal mode of operation of the RAN cell.

11 . A system comprising:

at least one hardware processor; and

at least one non-transitory memory storing instructions, which, when executed by the at least one hardware processor, cause the system to:

monitor, by a network device of a terrestrial wireless telecommunications network comprising a radio access network (RAN) cell, a current network resource utilization metric of the RAN cell;

predict, by the network device, a network resource utilization metric of the RAN cell in a future time period based on at least one factor,

wherein the at least one factor comprises determining a success probability of transferring a first call or a first data session by a first wireless device from the RAN cell to a non-terrestrial network (NTN), and

wherein the success probability is determined based on a success or failure of a second call or a second data session whose transfer was attempted by a second wireless device during a prior time period;

determine, by the network device, a network resource utilization metric of the NTN in the future time period; and

in response to determining that the network resource utilization metric of the RAN cell is less than a first threshold and the network resource utilization metric of the NTN is less than a second threshold in the future time period, initiate, by the network device, an energy conservation procedure,

wherein initiating the energy conservation procedure comprises sending an instruction by the network device to the first wireless device connected to the RAN cell to transfer the first call or the first data session from the RAN cell to the NTN, and

wherein initiating the energy conservation procedure further comprises sending by the network device an instruction to the RAN cell to enter a low power mode of operation.

12 . The system of claim 11 ,

wherein the at least one factor comprises determining, by the network device, a subscriber geolocation vector of at least one subscriber of the terrestrial wireless telecommunications network, and

wherein the subscriber geolocation vector is determined based on a current location, a current speed, and a current direction of travel of the subscriber.

13 . The system of claim 11 ,

wherein the at least one factor comprises determining, by the network device, a subscriber usage metric of a subscriber of the terrestrial wireless telecommunications network, and

wherein the subscriber usage metric represents a volume of network traffic expected to be generated by the subscriber during the future time period.

14 . The system of claim 11 further caused to:

when the network resource utilization metric of the NTN is greater than the second threshold, cause the network device to exit the energy conservation procedure,

wherein exiting the energy conservation procedure comprises preventing sending of the instruction by the network device to the first wireless device to transfer the first call or the first data session from the RAN cell to the NTN, and

wherein exiting the energy conservation procedure further comprises preventing sending of the instruction by the network device to the RAN cell to enter the low power mode of operation.

15 . The system of claim 11 ,

wherein initiating the energy conservation procedure by the network device comprises sending, by the network device, an instruction to the RAN cell to reject a third call or a third data session.

16 . The system of claim 11 caused to:

in response to the network device receiving a message from the wireless device, send to the wireless device an identifier of the NTN to which the wireless device can transfer the first call or the first data session.

17 . The system of claim 11 ,

wherein initiating the energy conservation procedure by the network device reduces greenhouse gas emissions compared to a normal mode of operation of the RAN cell.

Assignments (1)

References Cited (63)