# US 2014/0155085 A1 · Classification Of Indoor And Outdoor Telecommunications Events Of Mobile Telecommunications Networks

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- Number: US 2014/0155085 A1
- Document ID: US20140155085A1
- Status: Published application
- Kind: A1
- Application number: 13/693,117
- Filed: 2012-12-04
- Published: 2014-06-05
- Earliest claimed: 2012-12-04
- Assignees: AT&T Mobility II LLC
- Applicants: At&T Mobility II LLC
- Inventors: Mario Kosseifi; Mark Austin; Jeremy Fix; Naeemul Hassan; Sheldon Kent Meredith
- Web page: https://patentgrep.com/patent/US20140155085A1

## CPC

- H04W 4/021: Services related to particular areas, e.g. point of interest [POI] services, venue services or geofences
- H04W 4/02: Services making use of location information
- H04W 4/33: for indoor environments, e.g. buildings
- H04W 24/00: Supervisory, monitoring or testing arrangements
- H04W 24/10: Scheduling measurement reports {; Arrangements for measurement reports}
- H04W 28/0226: {based on location or mobility (handoff or reselection H04W36/00; mobile application services making use of the location of users or terminals H04W4/02)}
- H04W 16/18: Network planning tools
- H04W 16/20: for indoor coverage or short range network deployment
- H04W 24/08: Testing, {supervising or monitoring} using real traffic
- H04W 64/00: Locating users or terminals {or network equipment} for network management purposes, e.g. mobility management
- H04W: WIRELESS COMMUNICATION NETWORKS (broadcast communication H04H; communication systems using wireless links for non-selective communication, e.g. wireless extensions H04M1/72)

## Abstract

Concepts and technologies are described herein for the classification of indoor and outdoor telecommunications events that occur within mobile telecommunications networks. According to one aspect disclosed herein, a method for classifying telecommunications events can include receiving a data set that includes geo-location data and radio signal measurement data for a plurality of telecommunications events that have occurred within a mobile telecommunications network. The method can also include providing the data set as input to a classification model. The method can also include classifying the data set into an indoor results subset and an outdoor results subset using the classification model. The indoor results subset can include a first telecommunications event that is determined by the classification model to have occurred in an indoor location. The outdoor results subset can include a second telecommunications event that is determined by the classification model to have occurred in an outdoor location.

## Claims

### Claim 1

A method comprising:
receiving, by a computer system comprising a processor, a data set comprising geo-location data and radio signal measurement data for a plurality of telecommunications events that have occurred within a mobile telecommunications network;
providing, by the computer system, the data set as input to a classification model executing on the computer system; and
classifying, by the classification model executing on the computer system, the data set into an indoor results subset comprising a first telecommunications event of the plurality of telecommunications events determined to have occurred in an indoor location and an outdoor results subset comprising a second telecommunications event of the plurality of telecommunications events determined to have occurred in an outdoor location.

### Claim 2 (depends on 1)

The method of claim 1, wherein the data set further comprises telecommunications event features for the plurality of telecommunications events.

### Claim 3 (depends on 1)

The method of claim 1, wherein the data set further comprises flag values for the plurality of telecommunications events.

### Claim 4 (depends on 1)

The method of claim 1, further comprising receiving, by the computer system, the indoor results subset as output from the classification model.

### Claim 5 (depends on 4)

The method of claim 4, further comprising presenting the indoor results subset.

### Claim 6 (depends on 1)

The method of claim 1, further comprising receiving, by the computer system, the outdoor results subset as output from the classification model.

### Claim 7 (depends on 6)

The method of claim 6, further comprising presenting the outdoor results subset.

### Claim 8

A computer system comprising:
a processor; and
a memory comprising a classification model and computer-executable instructions that, when executed by the processor, cause the processor to perform operations comprising
receiving a data set comprising geo-location data and radio signal measurement data for a plurality of telecommunications events that have occurred within a mobile telecommunications network,
providing the data set as input to the classification model, and
classifying, using the classification model, the data set into an indoor results subset comprising a first telecommunications event of the plurality of telecommunications events determined to have occurred in an indoor location and an outdoor results subset comprising a second telecommunications event of the plurality of telecommunications events determined to have occurred in an outdoor location.

### Claim 9 (depends on 8)

The computer system of claim 8, wherein the data set further comprises telecommunications event features for the plurality of telecommunications events and flag values for the plurality of telecommunications events.

### Claim 10 (depends on 8)

The computer system of claim 8, wherein the memory further comprises computer-executable instructions that, when executed by the processor, cause the processor to perform operations comprising:
receiving the indoor results subset as output from the classification model; and
presenting the indoor results subset

### Claim 11 (depends on 10)

The computer system of claim 10, wherein presenting the indoor results subset comprises presenting the indoor results subset in a spreadsheet.

### Claim 12 (depends on 10)

The computer system of claim 10, wherein presenting the indoor results subset comprises presenting the indoor results subset on a display.

### Claim 13 (depends on 12)

The computer system of claim 12, wherein presenting the indoor results subset on the display comprises presenting the indoor results subset within a map presented on the display.

### Claim 14

A computer-readable storage medium comprising computer-executable instructions that, when executed by a processor of a computer system, cause the processor to perform operations comprising:
receiving a data set comprising geo-location data and radio signal measurement data for a plurality of telecommunications events that have occurred within a mobile telecommunications network;
providing the data set as input to a classification model executing on the computer system; and
classifying the data set into an indoor results subset comprising a first telecommunications event of the plurality of telecommunications events determined to have occurred in an indoor location and an outdoor results subset comprising a second telecommunications event of the plurality of telecommunications events determined to have occurred in an outdoor location.

### Claim 15 (depends on 14)

The computer-readable storage medium of claim 14, wherein the data set further comprises telecommunications event features for the plurality of telecommunications events.

### Claim 16 (depends on 14)

The computer-readable storage medium of claim 14, wherein the data set further comprises flag values for the plurality of telecommunications events.

### Claim 17 (depends on 14)

The computer-readable storage medium of claim 14, further comprising computer-executable instructions that, when executed by the processor, cause the processor to perform operations comprising receiving the indoor results subset as output from the classification model.

### Claim 18 (depends on 17)

The computer-readable storage medium of claim 17, further comprising computer-executable instructions that, when executed by the processor, cause the processor to perform operations comprising presenting the indoor results subset.

### Claim 19 (depends on 14)

The computer-readable storage medium of claim 14, further comprising computer-executable instructions that, when executed by the processor, cause the processor to perform operations comprising receiving the outdoor results subset as output from the classification model.

### Claim 20 (depends on 19)

The computer-readable storage medium of claim 19, further comprising computer-executable instructions that, when executed by the processor, cause the processor to perform operations comprising presenting the outdoor results subset.
