Granted Patent B2

US 12,267,118 · App. 17/637,800 · Granted Apr 1, 2025

Inventors: Prafull Johri (Madhya Pradesh, IN); Vinay Bhokare (Madhya Pradesh, IN); Prabal Bhardwaj (Madhya Pradesh, IN); Dharambir Bharti (Madhya Pradesh, IN)

Assignee: RAKUTEN SYMPHONY, INC.

H04B17/328H04B17/345H04W24/08

Abstract

Claims (76)

1. A method of serving cell identification, the method comprising:

receiving inputs that include geo-located data collected over a period for a plurality of cells in a Radio Access Network (RAN);

determining each cell of the plurality of cells included in each grid of a plurality of grids of a predetermined size based on the geo-located data;

determining Received Signal Received Power (RSRP) values for each cell of the plurality of cells in the plurality of grids having the predetermined size;

determining a median cell RSRP for each cell of a grid of the plurality of grids;

determining from the geo-located data a number of data samples per cell for each of the plurality of grids having the predetermined size;

determining a cell ranking for each of the plurality of cells in the plurality of grids having the predetermined size based on the number of data samples and the median cell RSRP;

determining a highest-ranking cell in each of the plurality of grids based on the cell ranking;

labeling the highest-ranking cell as a Main Server (MS);

labeling all other cells in a corresponding grid as a Non-Main Server (NS);

responsive to internal interference in the geographic area, determining whether a MS cell RSRP is less than a first threshold;

responsive to the MS cell RSRP being less than the first threshold, labeling a grid of the plurality of grids MS as poor dominance; and

responsive to the MS cell RSRP being greater than the first threshold, determining whether a difference between the MS cell RSRP and a NS RSRP is greater than a second threshold, the second threshold being smaller than the first threshold.

2. The method of serving cell identification of claim 1 , further comprising:

determining whether interference in a geographic area covered by two or more cells is internal or external;

labeling the interference as the internal interference in response to the two or more cells being operated by a same vendor; and

labeling the interference as external interference in response to the two or more cells being operated by a different vendor.

3. The method of serving cell identification of claim 1 , further comprising:

responsive to the difference between the MS cell RSRP and the NS RSRP for each NS included in a grid of the plurality of grids being greater than the second threshold, labeling the grid MS as clear dominance; and

responsive to the difference between the MS cell RSRP and at least one NS RSRP being less than or equal to the second threshold, determining whether four or more NS cells satisfy a same condition.

4. The method of serving cell identification of claim 3 , further comprising:

responsive to the four or more NS cells satisfying a condition where the difference between the MS cell RSRP and the NS RSRP is less than or equal to the second threshold, labeling the four or more NS cells as a critical interferer; and

responsive to less than four NS cells satisfying the condition where the difference between the MS cell RSRP and the NS RSRP is less than or equal to the second threshold, determining whether three or more NS cells satisfy the condition where the difference between the MS cell RSRP and the NS RSRP is less than or equal to a third threshold, the third threshold being less than or equal to the second threshold.

5. The method of serving cell identification of claim 4 , further comprising:

responsive to the three or more NS cells satisfying the condition where the difference between the MS cell RSRP and the NS RSRP is less than or equal to the third threshold, labeling the three or more NS cells with an interferer warning; and

responsive to less than the three NS cells satisfying the condition where the difference between the MS cell RSRP and the NS RSRP is less than or equal to the third threshold, labeling NS cells satisfying the condition where the difference between the MS cell RSRP and the NS RSRP is greater than the third threshold as a handover area.

6. The method of serving cell identification of claim 1 , further comprising:

responsive to the external interference in the geographic area, extracting median MS RSRP and median MS Received Signal Received Quality (RSRQ) values for each grid of the plurality of grids from the geo-located data.

7. The method of serving cell identification of claim 6 , further comprising:

determining whether the median MS RSRP is greater than a first threshold and the median MS RSRQ is less than or equal to a second threshold, the first threshold being greater than the second threshold.

8. The method of serving cell identification of claim 7 , further comprising:

responsive to the median MS RSRP being greater than the first threshold and the median MS RSRQ being less than or equal to the second threshold, labeling a grid MS as interfered by an external source.

9. The method of serving cell identification of claim 7 , further comprising:

responsive to the median MS RSRP being less than the first threshold and the median MS RSRQ being greater than the second threshold, labeling a grid MS as not interfered by an external source.

10. An apparatus for serving cell identification, the apparatus comprising:

a processor; and

a memory having instructions stored thereon that, when executed by the processor, cause the apparatus to:

receive inputs that include geo-located data collected over a period for a plurality of cells in a Radio Access Network (RAN);

determine each cell in the plurality of cells included in each grid of a plurality of grids of a predetermined size based on the geo-located data;

determine Received Signal Received Power (RSRP) values for each cell of the plurality of cells in the plurality of grids having a predetermined size;

determine a median cell RSRP for each cell of a grid of the plurality of grids;

determine from the geo-located data a number of data samples per cell for each of the plurality of grids having the predetermined size;

determine a cell ranking for each of the plurality of cells in the plurality of grids having the predetermined size based on the number of data samples and the median cell RSRP;

determine a highest-ranking cell in each of the plurality of grids based on the cell ranking;

label the highest-ranking cell as a Main Server (MS);

label all other cells in a corresponding grid as a Non-Main Server (NS);

responsive to internal interference in the geographic area, determine whether a MS cell RSRP is less than a first threshold;

responsive to the MS cell RSRP being less than the first threshold, label a grid of the plurality of grids MS as poor dominance; and

responsive to the MS cell RSRP being greater than the first threshold, determining whether a difference between the MS cell RSRP and a NS RSRP is greater than a second threshold, the second threshold being smaller than the first threshold.

11. The apparatus for serving cell identification of claim 10 , wherein the instructions further cause the apparatus to:

determine whether interference in a geographic area covered by two or more cells is internal or external;

label the interference as the internal interference in response to the two or more cells are operated by a same vendor; and

label the interference as external interference in response to the two or more cells being operated by a different vendor.

12. A non-transitory computer readable medium having instructions stored thereon that, when executed by a processor, cause an apparatus to:

receive inputs that include geo-located data collected over a period for a plurality of cells in a Radio Access Network (RAN);

determine each cell in the plurality of cells included in each grid of a plurality of grids of a predetermined size based on the geo-located data;

determine Received Signal Received Power (RSRP) values for each cell of the plurality of cells in the plurality of grids having the predetermined size;

determine a median cell RSRP for each cell of a grid of the plurality of grids;

determine from the geo-located data a number of data samples per cell for each of the plurality of grids having the predetermined size;

determine a cell ranking for each of the plurality of cells in the plurality of grids having the predetermined size based on the number of data samples and the median cell RSRP;

determine a highest-ranking cell in each of the plurality of grids based on the cell ranking;

label the highest-ranking cell as a Main Server (MS);

label all other cells in a corresponding grid as a Non-Main Server (NS);

responsive to internal interference in the geographic area, determine whether a MS cell RSRP is less than a first threshold;

responsive to the MS cell RSRP being less than the first threshold, label a grid of the plurality of grids MS as poor dominance; and

responsive to the MS cell RSRP being greater than the first threshold, determining whether a difference between the MS cell RSRP and a NS RSRP is greater than a second threshold, the second threshold being smaller than the first threshold.

13. The non-transitory computer readable medium of claim 12 , wherein the instructions further cause the processor to:

determine whether interference in a geographic area covered by two or more cells is internal or external;

label the interference as the internal interference in response to the two or more cells are operated by a same vendor; and

label the interference as external interference in response to the two or more cells being operated by a different vendor.

14. The non-transitory computer readable medium of claim 13 , wherein the instructions further cause the processor to:

responsive to the external interference in the geographic area, extract the median RSRP and median Received Signal Received Quality (RSRQ) values for the MS cell of each grid of the plurality of grids from the geo-located data.

15. The non-transitory computer readable medium of claim 14 , wherein the instructions further cause the processor to:

determine whether the median MS RSRP is greater than a first threshold and the median MS RSRQ is less than or equal to a second threshold.

16. The non-transitory computer readable medium of claim 15 , wherein the instructions further cause the processor to:

responsive to the median MS RSRP being greater than the first threshold and the median MS RSRQ being less than or equal to the second threshold, label the MS cell as interfered by an external source.

Assignments (2)

Continuity (1)

References Cited (13)