Analyzing wireless network performance

• US 9,860,763 B2
• Filed: 03/25/2015
• Issued: 01/02/2018
• Est. Priority Date: 03/25/2015
• Status: Active Grant

• Current Assignee: Cognitive Systems Corp.
• Original Assignee: Cognitive Systems Corp.
• Inventors: Kravets, Oleksiy, Manku, Tajinder
• Primary Examiner(s): Ferris, Derrick
• Assistant Examiner(s): LEE, KEVIN H
• Application Number:
  US14/668,549
• Publication Number:
  US 20160286409A1
• Time in Patent Office: 1,014 Days
• CPC Class Codes: H04B 17/391 Modelling the propagation channel
• CPC Class Codes: H04L 67/12 specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
• CPC Class Codes: H04L 67/52 specially adapted for the location of the user terminal
• CPC Class Codes: H04L 67/535 Tracking the activity of the user network monitoring arrangements H04L43/00; recording of computer activity G06F11/34
• CPC Class Codes: H04L 67/566 Grouping or aggregating service requests, e.g. for unified processing
• CPC Class Codes: H04W 24/02 Arrangements for optimising operational condition
• CPC Class Codes: H04W 24/08 Testing, supervising or monitoring using real traffic
• CPC Class Codes: H04W 24/10 Scheduling measurement reports ; Arrangements for measurement reports
• CPC Class Codes: H04W 4/021 Services related to particular areas, e.g. point of interest [POI] services, venue services or geofences

Abstract

In some aspects, a wireless monitoring system includes a sensor network, a data analysis system and a communication interface. The sensor network includes wireless sensor devices configured to passively monitor radio frequency (RF) signals exchanged in a wireless communication network in a geographic region, and each wireless sensor device is configured to compute local network-usage parameters based on processing the RF signals detected by the wireless sensor device. The data analysis system is configured to analyze regional performance metrics of the wireless communication network based on the local network-usage parameters computed by the biosensor devices. In some instances, the communication interface is configured to transmit a network performance report to the wireless communication network based on the analysis of the regional performance metric.

Claims

1. A wireless monitoring system comprising:

a sensor network comprising wireless sensor devices distributed over a geographic region, the sensor network configured to passively monitor radio frequency (RF) signals exchanged in a wireless communication network in the geographic region, each wireless sensor device configured to compute local network-usage parameters based on processing the RF signals detected by the wireless sensor device, the wireless sensor devices operating independent of wireless communication network devices;

a data analysis system configured to;

receive, from each wireless sensor device of the sensor network, the local network-usage parameters associated with the wireless sensor device, a temperature of the wireless sensor device, a current power consumption of the wireless sensor device, and wireless signal information associated with the wireless sensor device, the wireless signal information comprising an identifier, an address, or a signal strength of the RF signals detected by the wireless sensor device; and

analyze a regional performance metric of the wireless communication network based on the local network-usage parameters computed by the wireless sensor devices distributed over the geographic region; and

a reporting interface configured to transmit a network performance report to the wireless communication network based on the analysis of the regional performance metric.

2. The system of claim 1, wherein analyzing the regional performance metric comprises computing, based on the local network-usage parameters, an observed value of the regional performance metric.

3. The system of claim 2, wherein analyzing the regional performance metric comprises comparing the observed value with a target value for the regional performance metric, and the network performance report is transmitted in response to a result of the comparison.

4. The system of claim 2, wherein the network performance report comprises the observed value of the regional performance metric, and an operator system associated with the wireless communication network comprises:

a feedback interface configured to receive the network performance report; and

a control system configured to;

analyze the observed value of the regional performance metric; and

generate a command to infrastructure equipment of the wireless communication network, the command being configured to improve performance of the wireless communication network.

5. The system of claim 1, wherein the network performance report indicates:

a location in the geographic region where observed performance of the wireless communication network does not meet a performance criterion specified by the wireless communication network; and

a description of the observed performance based on the local network-usage parameters.

6. The system of claim 1, wherein the network performance report includes a command to infrastructure equipment of the wireless communication network, the reporting interface is configured to generate the command based on the analysis of the regional performance metric, and the command is configured to improve performance of the wireless communication network.

7. The system of claim 1, wherein the network performance report identifies modifications of the wireless communication network to improve performance of the wireless communication network, the modifications comprising at least one of:

modifying an operating frequency, channel, or band of the wireless communication network;

modifying a transmit power characteristic of the wireless communication network;

or

modifying a modulation scheme, error correction, or spreading factor of the wireless communication network.

8. The system of claim 1, wherein the network performance report identifies modifications of the wireless communication network to improve performance of the wireless communication network, the modifications comprising at least one of:

changing a radiation pattern of a base-station antenna;

changing a physical configuration of a sector;

or

changing a maximum output power of a base-station transmitter.

9. The system of claim 1, wherein the wireless communication network comprises a cellular network, and the wireless sensor devices are configured to passively monitor cellular network signals formatted according to any of multiple distinct cellular network standards.

10. The system of claim 1, wherein passively monitoring RF signals exchanged in a wireless communication network comprises receiving the RF signals without sending signals to or requesting services from the wireless communication network.

11. The system of claim 1, wherein each wireless sensor device comprises:

a radio-frequency (RF) interface configured to detect, in a local wireless environment about the wireless sensor device, RF signals in multiple distinct bandwidths of an RF spectrum;

a signal analysis subsystem configured to generate the local network-usage parameters based on processing the RF signals; and

a communication interface configured to transmit processed data from the wireless sensor device, the processed data comprising the local network-usage parameters generated by the signal analysis subsystem.

12. The system of claim 1, wherein the wireless communication network comprises a cellular network, and analyzing the regional performance metric comprises analyzing dropped calls in the cellular network for the geographic region.

13. The system of claim 1, wherein the wireless communication network comprises a cellular network, and analyzing the regional performance metric comprises analyzing data transmission rates in the cellular network for the geographic region.

14. A method comprising:

receiving, at a data analysis system, local network-usage parameters provided by a sensor network that passively monitors radio frequency (RF) signals exchanged in a wireless communication network in a geographic region, the sensor network comprising wireless sensor devices distributed over the geographic region, each wireless sensor device configured to compute local network-usage parameters based on processing the RF signals detected by the wireless sensor device, the wireless sensor devices operating independent of wireless communication network devices;

receiving, at the data analysis system from each wireless sensor device of the sensor network, a temperature of the wireless sensor device, a current power consumption of the wireless sensor device, and wireless signal information associated with the wireless sensor device, the wireless signal information comprising an identifier, an address, or a signal strength of the RF signals detected by the wireless sensor device;

analyzing, by operation of the data analysis system, a regional performance metric of the wireless communication network based on the local network-usage parameters computed by the wireless sensor devices distributed over the geographic region; and

transmitting, to the wireless communication network, a network performance report based on the analysis of the regional performance metric.

15. The method of claim 14, further comprising:

monitoring wireless-spectrum usage concurrently at the wireless-spectrum monitoring locations by operation of the wireless sensor devices;

transmitting, from each wireless sensor device, the local network-usage parameters identified by the wireless sensor devices; and

aggregating the local network-usage parameters transmitted from the wireless sensor devices.

16. The method of claim 14, wherein analyzing the regional performance metric comprises computing, based on the local network-usage parameters, an observed value of the regional performance metric, analyzing the regional performance metric comprises comparing the observed value with a target value for the regional performance metric, and the network performance report is transmitted in response to a result of the comparison.

17. The method of claim 14, wherein analyzing the regional performance metric comprises computing, based on the local network-usage parameters, an observed value of the regional performance metric, the network performance report comprises the observed value of the regional performance metric, and the method further comprises:

receiving the network performance report at an operator system associated with the wireless communication network; and

generating, by operation of the operator system, a command to infrastructure equipment of the wireless communication network based on analysis of the observed value of the regional performance metric, the command being configured to improve performance of the wireless communication network.

18. The method of claim 14, wherein the network performance report indicates:

a location in the geographic region where observed performance of the wireless communication network does not meet a performance criterion specified by the wireless communication network; and

a description of the observed performance based on the local network-usage parameters.

19. The method of claim 14, wherein the network performance report includes a command to infrastructure equipment of the wireless communication network, and the command is generated based on the analysis of the regional performance metric and configured to improve performance of the wireless communication network.

20. The method of claim 14, wherein the network performance report identifies modifications of the wireless communication network to improve performance of the wireless communication network.

21. The method of claim 14, wherein the wireless communication network comprises a cellular network, and the wireless sensor devices are configured to passively monitor cellular network signals formatted according to any of multiple distinct cellular network standards.

22. A wireless monitoring system comprising:

means for generating local network-usage parameters for distinct locations distributed over a geographic region based on radio frequency (RF) signals exchanged in a wireless communication network in the geographic region, said means operating independent of wireless communication network devices;

a computing system configured to perform operations comprising;

receiving, from said means, the local network-usage parameters, a temperature of said means, a current power consumption of said means, and wireless signal information associated with said means, the wireless signal information comprising an identifier, an address, or a signal strength of the RF signals;

analyzing a regional performance metric of the wireless communication network based on the local network-usage parameters; and

transmitting a network performance report to the wireless communication network based on the analysis of the regional performance metric.

23. The system of claim 22, wherein the computing system comprises a data-processing apparatus configured to analyze the regional performance metric, and a communication interface configured to transmit the network performance report.

24. The system of claim 22, wherein analyzing the regional performance metric comprises computing, based on the local network-usage parameters, an observed value of the regional performance metric, analyzing the regional performance metric comprises comparing the observed value with a target value for the regional performance metric, and the network performance report is transmitted in response to a result of the comparison.

25. The system of claim 22, wherein analyzing the regional performance metric comprises computing, based on the local network-usage parameters, an observed value of the regional performance metric, the network performance report comprises the observed value of the regional performance metric, and an operator system associated with the wireless communication network comprises a second computing system configured to:

receive the network performance report;

analyze the observed value of the regional performance metric; and

generate a command to infrastructure equipment of the wireless communication network, the command being configured to improve performance of the wireless communication network.

26. The system of claim 22, wherein the network performance report includes a command to infrastructure equipment of the wireless communication network, and the command is configured to improve performance of the wireless communication network.