Granted Patent B2

US 12,452,721 · App. 18/252,380 · Granted Oct 21, 2025

Inventors: Hasan Farooq (Santa Clara, CA); Julien Forgeat (San Jose, CA); Michael Liljenstam (Sunnyvale, CA); Meral Shirazipour (Santa Clara, CA)

Assignee: Telefonaktiebolaget LM Ericsson (publ)

H04W24/10H04W24/02

Abstract

Claims (34)

1. A method performed by a network node for validating minimization of drive test (MDT) reports, the method comprising:

receiving a MDT report generated by a wireless device;

determining to perform validation on the received MDT report;

correlating the MDT report with MDT reports from one or more wireless devices in proximity to the wireless device to determine a first correlation value;

determining a trust score for the MDT report based on one or more correlation values, the one or more correlation values at least comprising the first correlation value;

determining whether the trust score is below a validation threshold; and

upon determining the trust score is below the validation threshold, performing a corrective action with respect to the received MDT report.

2. The method of claim 1 , wherein correlating the MDT report with MDT reports from one or more wireless devices in proximity to the wireless device includes comparing similarity of hardware components between the wireless device and the one or more wireless devices in proximity to the wireless device.

3. The method of claim 1 , further comprising correlating the MDT report with historical MDT reports from one or more wireless devices in proximity to the wireless device to determine a second correlation value, and wherein determining the trust score for the MDT report is further based on the second correlation value.

4. The method of claim 3 , wherein correlating the MDT report with historical MDT reports from one or more wireless devices in proximity to the wireless device includes comparing similarity of hardware components between the wireless device and the one or more wireless devices in proximity to the wireless device.

5. The method of claim 3 , wherein correlating the MDT report with historical MDT reports from one or more wireless devices in proximity to the wireless device includes determining whether a network configuration has changed between a reporting time of the historical MDT reports and a reporting time of the received MDT report.

6. The method of claim 3 , wherein correlating the MDT report with historical MDT reports from one or more wireless devices in proximity to the wireless device includes determining a similarity of a weather condition at a reporting time of the historical MDT reports and a weather condition at a reporting time of the received MDT report.

7. The method of claim 3 , wherein correlating the MDT report with historical MDT reports from one or more wireless devices in proximity to the wireless device includes determining a similarity of a cell load at a reporting time of the historical MDT reports and a cell load at a reporting time of the received MDT report.

8. The method of claim 1 , further comprising correlating the MDT report with MDT output from a network planning tool or network simulator to determine a third correlation value, and wherein determining the trust score for the MDT report is further based on the third correlation value.

9. The method of claim 1 , wherein the validation threshold is based on a category type of the wireless device.

10. The method of claim 1 , wherein determining to perform validation on the received MDT report comprises detecting that the MDT report includes anomalous values.

11. The method of claim 1 , wherein determining to perform validation on the received MDT report comprises detecting that the MDT report is received from a suspect wireless device.

12. A network node capable of validating minimization of drive test (MDT) reports, the network node comprising processing circuitry operable to:

receive a MDT report generated by a wireless device;

determine to perform validation on the received MDT report;

correlate the MDT report with MDT reports from one or more wireless devices in proximity to the wireless device to determine a first correlation value;

determining a trust score for the MDT report based on one or more correlation values, the one or more correlation values at least comprising the first correlation value;

determine whether the trust score is below a validation threshold; and

upon determining the trust score is below the validation threshold, perform a corrective action with respect to the MDT report.

13. The network node of claim 12 , wherein the processing circuitry is operable to correlate the MDT report with MDT reports from one or more wireless devices in proximity to the wireless device by comparing similarity of hardware components between the wireless device and the one or more wireless devices in proximity to the wireless device.

14. The network node of claim 12 , the processing circuitry further operable to correlate the MDT report with historical MDT reports from one or more wireless devices in proximity to the wireless device to determine a second correlation value, and wherein the processing circuitry is operable to determine the trust score for the MDT report further based on the second correlation value.

15. The network node of claim 14 , wherein the processing circuitry is operable to correlate the MDT report with historical MDT reports from one or more wireless devices in proximity to the wireless device by comparing similarity of hardware components between the wireless device and the one or more wireless devices in proximity to the wireless device.

16. The network node of any one of claim 14 , wherein the processing circuitry is operable to correlate the MDT report with historical MDT reports from one or more wireless devices in proximity to the wireless device by determining whether a network configuration has changed between a reporting time of the historical MDT reports and a reporting time of the received MDT report.

17. The network node of claim 14 , wherein the processing circuitry is operable to correlate the MDT report with historical MDT reports from one or more wireless devices in proximity to the wireless device by determining a similarity of a weather condition at a reporting time of the historical MDT reports and a weather condition at a reporting time of the received MDT report.

18. The network node of claim 14 , wherein the processing circuitry is operable to correlate the MDT report with historical MDT reports from one or more wireless devices in proximity to the wireless device by determining a similarity of a cell load at a reporting time of the historical MDT reports and a cell load at a reporting time of the received MDT report.

19. The network node of claim 12 , the processing circuitry further operable to correlate the MDT report with MDT output from a network planning tool or network simulator to determine a third correlation value, and wherein the processing circuitry is operable to determine the trust score for the MDT report further based on the third correlation value.

20. The network node of claim 12 , wherein the validation threshold is based on a category type of the wireless device.

21. The network node of claim 12 , wherein the processing circuitry is operable to determine to perform validation on the received MDT report by detecting that the MDT report includes anomalous values.

22. The network node of claim 12 , wherein the processing circuitry is operable to determine to perform validation on the received MDT report by detecting that the MDT report is received from a suspect wireless device.

Assignments (1)

Continuity (1)

References Cited (26)