IP Library › Granted Patent US 10,389,616
Granted Patent B2
US 10,389,616 · App. 15/434,001 · Granted Aug 20, 2019

Method and system for detecting interference to wireless networks

Inventors: David James Ryan (Jackson, WY); Charles James Judson (Seattle, WA)
Assignee: SPECTRUM EFFECT INC.
H04L43/16H04L41/142H04L43/065H04W24/10H04W24/08H04W88/02
View Patent ↗
Loading inventors, assignments & file history…
Monitor This Case
Get email alerts when status or documents change.
Order Certified Copies
Most orders are placed with the USPTO same day — all within 24 business hours.
Order via The Patent Place →
Pre-filled with this patent's details
Quick Facts
Patent No.
US 10,389,616
App. No.
15/434,001
Filed
Feb 15, 2017
Granted
Aug 20, 2019
Kind
B2
Examiner
TON, DANG T
Art Unit
2476
USPC
370/329
Abstract

Interference is a common problem in wireless communication networks. This disclosure provides a method and system that detect and locate interference sources based on various data describing or captured from an operational network during normal mobile wireless service times.

Claims (42)

1. A method for identifying non-cellular interference in a cellular network, the method comprising:

determining noise rise values for a plurality of cells in the cellular network;

normalizing the noise rise values according to cell load;

correlating the normalized noise rise value of a target cell with normalized noise rise values of other cells of the plurality of cells;

determining that the non-cellular interference is present in the cellular network based on a result of the correlation; and

resolving the non-cellular interference,

wherein resolving the non-cellular interference comprises changing at least one parameter of the cellular network to mitigate effects of the non-cellular interference on the cellular network.

2. The method of claim 1 , wherein correlating the normalized noise rise value of the target cell includes correlating the normalized noise rise value of the target cell with normalized noise rise values of one or more cell that is co-sited with the target cell.

3. The method of claim 2 , wherein correlating the normalized noise rise value of the target cell further includes correlating the normalized noise rise value of the target cell with normalized noise rise values of neighbor cells served by different base stations from the target cell.

4. The method of claim 3 , further comprising:

when the normalized noise rise value of the target cell correlates with the normalized noise rise value of the one or more cell that is co-sited with the target cell, and the normalized noise rise value of the target cell does not correlate with the normalized noise rise values of the neighbor cells, determining that unintentional interference is local to a base station of the target cell.

5. The method of claim 3 , further comprising:

when the normalized noise rise value of the target cell does correlate with the normalized noise rise value of the one or more cell that is co-sited with the target cell, and the normalized noise rise value of the target cell correlates with the normalized noise rise values of the neighbor cells, determining that unintentional interference is external to a base station of the target cell.

6. The method of claim 5 , further comprising:

determining a location of the unintentional interference using locations of the neighbor cells that correlate with the normalized noise rise of the target cell.

7. The method of claim 1 , wherein determining noise rise values includes analyzing call event data.

8. The method of claim 7 , wherein the call event data includes power measurement data from user equipment (UE) being served by the plurality of cells.

9. The method of claim 7 , wherein correlating the normalized rise value of the target cell includes correlating the normalized rise value of the target cell with normalized noise rise values of the other cells in time.

10. The method of claim 9 , wherein the time correlation is determined at a resolution of one minute or less.

11. A spectrum analysis system coupled to a cellular telecommunications network, the system comprising:

an interface that receives at least one of performance measurement (PM) data collected by a PM system of the telecommunications network and network event data;

at least one processor that performs the following operations:

determining noise rise values for a plurality of cells in the cellular network from the PM data or the network event data;

normalizing the noise rise values according to cell load;

correlating the normalized noise rise value of a target cell with normalized noise rise values of other cells of the plurality of cells;

determining that non-cellular interference is present in the cellular network based on a result of the correlation; and

performing changing at least one parameter of the cellular network to mitigate effects of the non-cellular interference on the cellular network.

12. The system of claim 11 , wherein determining noise rise values for a plurality of cells in the cellular network;

normalizing the noise rise values according to cell load;

correlating the normalized noise rise value of a target cell with normalized noise rise values of other cells of the plurality of cells; and

determining that the unintentional interference is present in the cellular network.

13. The system of claim 12 , wherein correlating the normalized noise rise value of the target cell further includes correlating the normalized noise rise value of the target cell with normalized noise rise values of neighbor cells served by different base stations from the target cell.

14. The system of claim 13 , wherein the operations further comprise:

when the normalized noise rise value of the target cell correlates with the normalized noise rise value of the one or more cell that is co-sited with the target cell, and the normalized noise rise value of the target cell does not correlate with the normalized noise rise values of the neighbor cells, determining that unintentional interference is local to a base station of the target cell.

15. The system of claim 13 , wherein the operations further comprise:

when the normalized noise rise value of the target cell does correlate with the normalized noise rise value of the one or more cell that is co-sited with the target cell, and the normalized noise rise value of the target cell correlates with the normalized noise rise values of the neighbor cells, determining that unintentional interference is external to a base station of the target cell.

16. The system of claim 15 , wherein the operations further comprise:

determining a location of the unintentional interference using locations of the neighbor cells that correlate with the normalized noise rise of the target cell.

17. The system of claim 11 , wherein determining noise rise values includes analyzing call event data.

18. The system of claim 17 , wherein the call event data includes power measurement data from user equipment (UE) being served by the plurality of cells.

19. The system of claim 17 , wherein correlating the normalized rise value of the target cell includes correlating the normalized rise value of the target cell with normalized noise rise values of the other cells in time.

20. The system of claim 11 , wherein the at least one processor is disposed in a spectrum analysis server incorporated into an operations support system (OSS) of a cellular network operator.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded May 13, 2019
From: RYAN, DAVID JAMES
To: SPECTRUM EFFECT INC.
Reel/Frame 049161/0817 →
Continuity (2)
Provisional Application 62383812 · Sep 6, 2016
Related Publication 20180070362A1 · Mar 8, 2018
Cited By (200+)
US 12,191,925 US 12,192,775 US 12,192,776 US 12,192,777 US 12,192,778 US 12,198,527 US 12,200,500 US 12,205,477 US 12,207,097 US 12,207,118 US 12,207,119 US 12,212,973 US 12,212,974 US 12,219,364 US 12,219,365 US 12,224,888 US 12,225,386 US 12,231,902 US 12,231,903 US 12,231,904 US 12,231,905 US 12,231,906 US 12,238,526 US 12,238,527 US 12,243,406 US 12,243,431 US 12,245,044 US 12,245,045 US 12,245,046 US 12,250,558 US 12,250,559 US 12,255,694 US 12,256,225 US 12,256,226 US 12,256,227 US 12,256,228 US 12,256,233 US 12,261,650 US 12,262,211 US 12,262,212 US 12,262,213 US 12,262,214 US 12,262,215 US 12,262,217 US 12,266,272 US 12,267,117 US 12,267,688 US 12,267,692 US 12,267,714 US 12,272,258 US 12,273,726 US 12,273,727 US 12,273,728 US 12,273,729 US 12,273,730 US 12,273,731 US 12,273,734 US 12,277,849 US 12,278,669 US 12,279,126 US 12,279,127 US 12,279,141 US 12,284,526 US 12,284,527 US 12,284,528 US 12,284,539 US 12,289,601 US 12,289,602 US 12,289,603 US 12,289,604 US 12,294,865 US 12,294,866 US 12,294,867 US 12,298,337 US 12,301,976 US 12,302,111 US 12,302,112 US 12,302,113 US 12,302,114 US 12,302,115 US 12,302,119 US 12,302,146 US 12,307,905 US 12,309,483 US 12,309,598 US 12,309,599 US 12,309,600 US 12,309,601 US 12,309,602 US 12,309,603 US 12,309,604 US 12,309,605 US 12,309,608 US 12,317,089 US 12,317,090 US 12,317,093 US 12,323,196 US 12,323,811 US 12,323,812 US 12,323,813 US 12,323,814 US 12,323,815 US 12,328,589 US 12,328,590 US 12,328,591 US 12,328,592 US 12,335,742 US 12,335,743 US 12,342,174 US 12,348,973 US 12,348,974 US 12,348,975 US 12,348,976 US 12,348,995 US 12,356,206 US 12,363,548 US 12,363,549 US 12,363,550 US 12,363,552 US 12,369,039 US 12,369,040 US 12,369,043 US 12,372,563 US 12,375,194 US 12,375,930 US 12,375,931 US 12,375,932 US 12,375,933 US 12,380,793 US 12,382,297 US 12,382,298 US 12,382,299 US 12,382,302 US 12,382,303 US 12,382,326 US 12,382,424 US 12,387,608 US 12,388,690 US 12,389,232 US 12,389,233 US 12,395,851 US 12,395,852 US 12,395,853 US 12,395,854 US 12,395,856 US 12,395,857 US 12,395,875 US 12,401,433 US 12,402,013 US 12,402,014 US 12,407,914 US 12,413,984 US 12,425,869 US 12,425,870 US 12,431,992 US 12,432,569 US 12,432,570 US 12,432,571 US 12,437,628 US 12,439,263 US 12,439,264 US 12,439,265 US 12,439,270 US 12,445,855 US 12,445,856 US 12,445,857 US 12,445,858 US 12,452,680 US 12,452,681 US 12,452,682 US 12,452,683 US 12,452,684 US 12,452,686 US 12,452,713 US 12,452,714 US 12,456,380 US 12,457,501 US 12,464,364 US 12,464,365 US 12,464,366 US 12,464,371 US 12,464,392 US 12,470,309 US 12,470,938 US 12,470,939 US 12,470,940 US 12,470,944 US 12,470,945 US 12,470,959 US 12,477,349 US 12,482,341 US 12,483,343 US 12,483,897 US 12,483,898 US 12,483,915 US 12,490,102 US 12,490,103 US 12,490,104 US 12,490,105 US 12,495,305