System and method for optimizing performance of a communication network

• US 10,440,603 B2
• Filed: 02/04/2016
• Issued: 10/08/2019
• Est. Priority Date: 03/25/2012
• Status: Active Grant

• Current Assignee: Cisco Technology, Inc. (Cisco Systems, Inc.)
• Original Assignee: Cisco Technology, Inc. (Cisco Systems, Inc.)
• Inventors: Nuss, Ziv, Wellingstein, Rani, Bien, Jonatan, Susan, Ido
• Primary Examiner(s): Dsouza, Adolf
• Application Number:
  US15/015,691
• Publication Number:
  US 20160157126A1
• Time in Patent Office: 1,342 Days
• Field of Search: None
• CPC Class Codes: H04W 16/18 Network planning tools
• CPC Class Codes: H04W 16/22 Traffic simulation tools or models
• CPC Class Codes: H04W 24/02 Arrangements for optimising operational condition
• CPC Class Codes: H04W 28/0247 based on conditions of the access network or the infrastructure network central resource management H04W28/16
• CPC Class Codes: H04W 28/0861 between base stations
• CPC Class Codes: H04W 36/22 for handling the traffic
• CPC Class Codes: H04W 72/52 based on load

Abstract

A communication apparatus and method are provided for pre-dieting effects of changes in at least one radio network parameter on a cellular network which comprises a processor which is adapted to: (a) select a source cell in a cellular network; (b) select from among a first plurality of cells being neighbors of that source cell, a second plurality of neighboring cells and define a reference cluster that includes the source cell and the second plurality of cells; and (c) use the reference cluster to predict the effects of carrying out one or more changes in at least one radio network parameter on at least one network performance indicator of the reference cluster, and based on that, prediction, establishing on expected impact of the one or more changes in the at least one radio network parameter on a cellular network performance.

Claims

1. A method comprising:

changing an initial value of at least one radio network parameter for a reference cluster of cells, wherein the reference cluster of cells includes a first cell and a plurality of cells that neighbor the first cell;

monitoring resource loading and at least one performance indicator of the reference cluster of cells and under-layer cells with respect to the reference cluster of cells;

repeating the changing and the monitoring until one of;

resource loading of the reference cluster of cells is decreased below a resource loading threshold; and

the at least one performance indicator indicates degraded performance for the reference cluster of cells.

2. The method of claim 1, wherein the at least one radio network parameter being changed is offloading of communication traffic from the first cell to at least one cell from among the plurality of cells that neighbor the first cell, and wherein the method further comprises, in response to failure to obtain from the monitoring the at least one performance indicator of the reference cluster of cells for a predetermined time period, setting the at least one radio network parameter to the initial value.

3. The method of claim 1, wherein the at least one radio network parameters are members of a group that consists of:

antenna tilt by a first angle for the first cell and by a second angle for the plurality of cells, a change of common pilot channel (CPICH) power by decreasing pilot power usage for the first cell and by increasing the pilot power usage for the plurality of cells, and a change of handover hysteresis offset between the first cell and the plurality of cells.

4. The method of claim 1, further comprising:

selecting the first cell for the reference cluster of cells in a cellular network, wherein the first cell is characterized by having a radio resource utilization that exceeds a predetermined threshold,

wherein the reference cluster of cells is at least one of an intra cluster, an inter cluster, and Inter-Radio Access Technology (iRAT) cluster.

5. The method of claim 4, further comprising:

selecting each of the plurality of cells that neighbor the first cell for the reference cluster of cells based on at least one of;

each of the plurality of cells being defined as intra frequency neighbor cells of the first cell; and

each of the plurality of cells having a signal strength as measured by user equipment associated with the first cell that exceeds one or more signal strength thresholds.

6. The method of claim 5, further comprising:

ranking each of the plurality of cells according to their signal strength to determine different degrees of cells that neighbor the first cell.

7. The method of claim 1, further comprising:

setting the at least one radio network parameter to the initial value if the at least one performance indicator indicates the degraded performance for the reference cluster of cells.

8. At least one non-transitory computer-readable medium encoded with instructions that, when executed by a processor, cause the processor to perform operations comprising:

changing an initial value of at least one radio network parameter for a reference cluster of cells, wherein the reference cluster of cells includes a first cell and a plurality of cells that neighbor the first cell;

monitoring resource loading and at least one performance indicator of the reference cluster of cells and under-layer cells with respect to the reference cluster of cells;

repeating the changing and the monitoring until one of;

resource loading of the reference cluster of cells is decreased below a resource loading threshold; and

the at least one performance indicator indicates degraded performance for the reference cluster of cells.

9. The non-transitory computer-readable medium of claim 8, wherein the at least one radio network parameter being changed is offloading of communication traffic from the first cell to at least one cell from among the plurality of cells that neighbor the first cell, and further comprising instructions that, when executed by the processor, cause the processor to perform operations comprising, in response to failure to obtain from the monitoring the at least one performance indicator of the reference cluster of cells for a predetermined time period, setting the at least one radio network parameter to the initial value.

10. The non-transitory computer-readable medium of claim 8, wherein the at least one radio network parameter are members of a group that consists of:

antenna tilt by a first angle for the first cell and by a second angle for the plurality of cells, a change of common pilot channel (CPICH) power by decreasing pilot power usage for the first cell and by increasing the pilot power usage for the plurality of cells, and a change of handover hysteresis offset between the first cell and the plurality of cells.

11. The non-transitory computer-readable medium of claim 8, further comprising instructions that, when executed by the processor, cause the processor to perform operations comprising:

selecting the first cell for the reference cluster of cells in a cellular network, wherein the first cell is characterized by having a radio resource utilization that exceeds a predetermined threshold.

12. The non-transitory computer-readable medium of claim 11, further comprising instructions that, when executed by the processor, cause the processor to perform operations comprising:

selecting each of the plurality of cells that neighbor the first cell for the reference cluster of cells based on at least one of;

each of the plurality of cells being defined as intra frequency neighbor cells of the first cell; and

each of the plurality of cells having a signal strength as measured by user equipment associated with the first cell that exceeds one or more signal strength thresholds.

13. The non-transitory computer-readable medium of claim 12, further comprising instructions that, when executed by the processor, cause the processor to perform operations comprising:

ranking each of the plurality of cells according to their signal strength to determine different degrees of cells that neighbor the first cell.

14. The non-transitory computer-readable medium of claim 8, further comprising instructions that, when executed by the processor, cause the processor to perform operations comprising:

setting the at least one radio network parameter to the initial value if the at least one performance indicator indicates the degraded performance for the reference cluster of cells.

15. An apparatus that comprises one or more processors configured to:

change an initial value of at least one radio network parameter for a reference cluster of cells, wherein the reference cluster of cells includes a first cell and a plurality of cells that neighbor the first cell;

monitor resource loading and at least one performance indicator of the reference cluster of cells and under-layer cells with respect to the reference cluster of cells;

repeat the changing and the monitoring until one of;

resource loading of the reference cluster of cells is decreased below a resource loading threshold; and

the at least one performance indicator indicates degraded performance for the reference cluster of cells.

16. The apparatus of claim 15, wherein the at least one radio network parameter being changed is offloading of communication traffic from the first cell to at least one cell from among the plurality of cells that neighbor the first cell, and wherein the one or more processors are further configured to, in response to failure to obtain from the monitor resource loading operation the at least one performance indicator of the reference cluster of cells for a predetermined time period, set the at least one radio network parameter to the initial value.

17. The apparatus of claim 15, wherein the at least one radio network parameter is a member of a group that consists of:

antenna tilt by a first angle for the first cell and by a second angle for the plurality of cells, a change of common pilot channel (CPICH) power by decreasing pilot power usage for the first cell and by increasing the pilot power usage for the plurality of cells, and a change of handover hysteresis offset between the first cell and the plurality of cells.

18. The apparatus of claim 15, the one or more processors further configured to:

select the first cell for the reference cluster of cells in a cellular network, wherein the first cell is characterized by having a radio resource utilization that exceeds a predetermined threshold.

19. The apparatus of claim 18, the one or more processors further configured to:

select each of the plurality of cells that neighbor the first cell for the reference cluster of cells based on at least one of;

each of the plurality of cells being defined as intra frequency neighbor cells of the first cell; and

each of the plurality of cells having a signal strength as measured by user equipment associated with the first cell that exceeds one or more signal strength thresholds.

20. The apparatus of claim 15, the one or more processors further configured to:

set the at least one radio network parameter to the initial value if the at least one performance indicator indicates the degraded performance for the reference cluster of cells.