Systems, apparatus, and methods for triggerable data driven location determination
Methods, apparatus, systems, and articles of manufacture are disclosed for triggerable data driven location determination. An example apparatus is to cause transmission of a sounding reference signal (SRS) configuration to a radio access network (RAN), the SRS configuration for a target device in communication with a radio unit (RU) associated with the RAN. Additionally, the example apparatus is to cause transmission of a value to cause the RAN to compute at least one set of time-of-arrival (TOA) measurements or time-difference-of-arrival (TDOA) measurements for the target device based on detection of SRS data in cellular data received by antennas of the RU from the target device, the at least set one of the TOA measurements or the TDOA measurements based on the SRS configuration. The example apparatus is to estimate a location of the target device based on the at least one set of the TOA measurements or the TDOA measurements.
1 . An apparatus comprising:
interface circuitry;
machine-readable instructions; and
at least one processor circuit to at least one of execute or instantiate the machine-readable instructions to:
determine a sounding reference signal (SRS) configuration for a target device in communication with a radio unit (RU) associated with a radio access network (RAN), the SRS configuration determined based on at least one of an opt-in preference associated with the target device, a state of a power source of the target device, or at least one of an initial or a historical SRS configuration for the target device;
cause transmission of the SRS configuration to the RAN to cause the RAN to compute at least one of time-of-arrival (TOA) measurements or time-difference-of-arrival (TDOA) measurements for the target device based on detection of SRS data in cellular data received by antennas of the RU, the cellular data from the target device, the at least one of the TOA measurements or the TDOA measurements based on the SRS configuration for the target device; and
estimate a location of the target device based on the SRS configuration and the at least one of the TOA measurements or the TDOA measurements.
2 . The apparatus of claim 1 , wherein one or more of the at least one processor circuit is to obtain an identifier, from the RAN, of an antenna that received SRS data, the RU including the antenna.
3 . The apparatus of claim 1 , wherein one or more of the at least one processor circuit is to cause transmission of a request to the RAN to obtain capabilities of the target device.
4 . The apparatus of claim 1 , wherein the SRS configuration includes a frequency with which the location of the target device is to be estimated.
5 . The apparatus of claim 1 , wherein the SRS configuration includes a period for estimating the location of the target device.
6 . The apparatus of claim 1 , wherein one or more of the at least one processor circuit is to execute a machine learning model based on the at least one of the opt-in preference, the state of the power source of the target device, or the at least one of the initial or the historical SRS configuration to determine the SRS configuration for the target device.
7 . The apparatus of claim 1 , wherein one or more of the at least one processor circuit is to:
determine the SRS configuration for the target device at a first time; and
at a second time, adjust the SRS configuration based on a change in the at least one of the opt-in preference, the state of the power source of the target device, or the at least one of the initial or the historical SRS configuration to determine the SRS configuration for the target device.
8 . A non-transitory computer-readable medium comprising instructions to cause at least one processor circuit to at least:
determine a sounding reference signal (SRS) configuration for a target device in communication with a radio unit (RU) associated with a radio access network (RAN), the SRS configuration determined based on at least one of an opt-in preference associated with the target device, a state of a power source of the target device, or at least one of an initial or a historical SRS configuration for the target device;
cause transmission of the SRS configuration to the RAN to cause the RAN to compute at least one of time-of-arrival (TOA) measurements or time-difference-of-arrival (TDOA) measurements for the target device based on detection of SRS data in cellular data received by antennas of the RU, the cellular data from the target device, the at least one of the TOA measurements or the TDOA measurements based on the SRS configuration for the target device; and
estimate a location of the target device based on the SRS configuration and the at least one of the TOA measurements or the TDOA measurements.
9 . The non-transitory computer-readable medium of claim 8 , wherein the instructions are to cause one or more of the at least one processor circuit to obtain an identifier, from the RAN, of an antenna that received SRS data, the RU including the antenna.
10 . The non-transitory computer-readable medium of claim 8 , wherein the instructions are to cause one or more of the at least one processor circuit to cause transmission of a request to the RAN to obtain capabilities of the target device.
11 . The non-transitory computer-readable medium of claim 8 , wherein the SRS configuration includes a frequency with which the location of the target device is to be estimated.
12 . The non-transitory computer-readable medium of claim 8 , wherein the SRS configuration includes a period for estimating the location of the target device.
13 . The non-transitory computer-readable medium of claim 8 , wherein the instructions are to cause one or more of the at least one processor circuit to determine the SRS configuration for the target device based on evaluation of the at least one of the opt-in preference, the state of the power source of the target device, or the at least one of the initial or the historical SRS configuration with a machine learning model.
14 . The non-transitory computer-readable medium of claim 8 , wherein the instructions are to cause one or more of the at least one processor circuit to:
determine the SRS configuration for the target device at a first time; and
at a second time, adjust the SRS configuration based on a change in the at least one of the opt-in preference, the state of the power source of the target device, or the at least one of the initial or the historical SRS configuration to determine the SRS configuration for the target device.
15 . A method comprising:
determining, by executing an instruction with at least one processor circuit, a sounding reference signal (SRS) configuration for a target device in communication with a radio unit (RU) associated with a radio access network (RAN), the SRS configuration determined based on at least one of an opt-in preference associated with the target device, a state of a power source of the target device, or at least one of an initial or a historical SRS configuration for the target device;
transmitting, via interface circuitry, the SRS configuration to the RAN to cause the RAN to compute at least one of time-of-arrival (TOA) measurements or time-difference-of-arrival TDOA) measurements for the target device based on detection of SRS data in cellular data received by antennas of the RU, the cellular data from the target device, the at least one of the TOA measurements or the TDOA measurements based on the SRS configuration for the target device; and
estimating, by executing an instruction with one or more of the at least one processor circuit, a location of the target device based on the SRS configuration and the at least one of the TOA measurements or the TDOA measurements.
16 . The method of claim 15 , including obtaining an identifier, from the RAN, of an antenna that received SRS data, the RU including the antenna.
17 . The method of claim 15 , including transmitting a request to the RAN to obtain capabilities of the target device.
18 . The method of claim 15 , wherein the SRS configuration includes a frequency with which the location of the target device is to be estimated.
19 . The method of claim 15 , wherein the SRS configuration includes a period for estimating the location of the target device.
20 . The method of claim 15 , including determining the SRS configuration for the target device by executing a machine learning model based on the at least one of the opt-in preference, the state of the power source of the target device, or the at least one of the initial or the historical SRS configuration.