Method for determining a confidence limit

• US 6,718,169 B1
• Filed: 01/08/2001
• Issued: 04/06/2004
• Est. Priority Date: 02/26/1999
• Status: Expired due to Fees

• Current Assignee: Nokia Technologies Oy (Nokia Corporation)
• Original Assignee: Nokia Networks (Nokia Corporation)
• Inventors: Martti, Inka-Maarit, Lahnaoja, Antti, Suutarinen, Jari
• Primary Examiner(s): Trost, William
• Assistant Examiner(s): Ewart, James D
• Application Number:
  US09/673,971
• Time in Patent Office: 1,184 Days
• Field of Search: 455/422, 455/423, 455/424, 455/426, 455/445, 455/450, 455/451, 455/452, 455/452.2, 455/67.11, 379/27.08, 379/29.09
• US Class Current: 455/424
• CPC Class Codes: H04L 41/0654 using network fault recovery ring fault isolation or reconfiguration in loop networks without recovery actions by a network management system H04L12/437
• CPC Class Codes: H04L 43/0811 by checking connectivity
• CPC Class Codes: H04L 43/0817 by checking functioning
• CPC Class Codes: H04L 43/16 Threshold monitoring
• CPC Class Codes: H04W 24/08 Testing, supervising or monitoring using real traffic

Abstract

A method for determining a confidence limit for a telecommunication network element, whereby the number of data transmission connections established through the network element is stored into a database and a relative value as a ratio of the number of faulty operations in the network element to the number of data transmission connections is determined. A variable describing the relative number of faulty operations is assigned a target value for which a confidence limit is set, the deviation of the confidence limit from the target value changing in proportion to the number of the data transmission connections. The deviation of the confidence limit in relation to the target value becomes either smaller, in response to an increase in the number of data transmission connections, or larger, in response to a decrease in the number of data transmission connections. The confidence limits of the telecommunication network element can be updated automatically.

Claims

1. A method for determining a confidence limit for telecommunication network elements, the method comprising:

storing, into a database, a number of a plurality of data transmission connections taking place through a network element during a predetermined period,

determining a value for a variable describing a number of faulty operations in the network element in relation to a the number of the plurality of data transmission connections;

setting a target value for the variable describing the relative number of faulty operations in the network element;

setting a confidence limit for the target value, a deviation of the confidence limit from the target value changing in proportion to the number of the plurality data transmission connections; and

determining an upper confidence limit for the target value by applying a following formula;

2. A method according to claim 1, further comprising:

setting a lower limit to the number data transmission connections taking place through the network element in a time unit, and

setting a confidence limit to the target value, in response to the number of data transmission connections exceeding the lower limit.

3. A method according to claim 1, further comprising:

changing the value of coefficient z<sub>α

/2</sub> stepwise in response to the number of data transmission connections exceeding a predetermined value.

4. A method according to claim 1, further comprising:

determining a network-element-specific target value for each hour of a day and a confidence limit for the target value of the variable describing the relative number of faulty operations in the network element; and

determining an hourly value for the variable describing the relative number of faulty operations per time unit in the network element.

5. A method according to claim 4, further comprising:

determining a value for the variable describing the number of faulty operations per time unit in the network element in periods shorter than one hour; and

determining the value of the variable as a moving sum for an hour.

6. A method according to claim 1, further comprising:

sending an error notification to network management system in response to the variable value describing the relative number of faulty operations per time unit in the network element exceeding the confidence limit.

7. A method according to, claim 1, wherein the network element is a base station in a mobile communication network.

8. A method according to claim 1, further comprising:

updating variables and constants needed to determine the confidence limit automatically when data stored into a network management system change.

9. A method for determining a confidence limit for telecommunication network elements, the method comprising:

storing, into a database, a number of a plurality of data transmission connections taking place through a network element during a predetermined period;

determining a value for a variable describing a number of faulty operations in the network element in relation to a the number of the plurality of data transmission connections;

setting a target value for the variable describing the relative number of faulty operations in the network element;

setting a confidence limit for the target value, a deviation of the confidence limit from the target value changing in proportion to the number of the plurality data transmission connections; and

determining a lower confidence limit for the target value by applying a following formula;