Predicting future wireless coverage based on weather
Each of a plurality of mobile devices communicates wirelessly with a server system via a wireless communication service, mobile device location information and mobile device communication service information. Weather data is correlated with the mobile device location information and the mobile device communication service information to characterize the effect of weather on the wireless communication service. A dead zone volume map is generated to predict future weather-related dead zone volume for the wireless communication service.
1. A wireless coverage mapping method comprising:
receiving, for each of a plurality of mobile devices communicating wirelessly with a server system via a wireless communication service, mobile device location information and mobile device communication service information;
receiving weather data;
correlating the weather data with the mobile device location information and the mobile device communication service information to characterize the effect of weather on the wireless communication service;
generating a dead zone volume map defining a predicted future weather-related dead zone volume for the wireless communication service; and
predicting an upcoming service change at a particular location based on the predicted future weather-related dead zone volume and taking a preemptive action in response to such prediction.
2. The method of claim 1 , wherein the wireless communication service is a cellular wireless communication service.
3. The method of claim 1 , wherein the wireless communication service is a WiFi wireless communication service.
4. The method of claim 1 , wherein the server system comprises an enterprise asset management system.
5. The method of claim 1 , wherein the weather data is correlated in time with the mobile device location information and the mobile device communication service information.
6. The method of claim 1 , wherein the upcoming service change is a service outage, and wherein the preemptive action comprises at least one of:
generating a notification;
initiating a data transfer with sufficient time ahead of the upcoming outage; or
dispatching personnel due to the upcoming outage.
7. The method of claim 1 , wherein the dead zone volume is a three-dimensional volume.
8. A wireless coverage mapping system comprising:
at least one processor coupled to at least one memory containing instructions which, when executed by the at least one processor, causes the system to perform processes comprising:
receiving, for each of a plurality of mobile devices communicating wirelessly with a server system via a wireless communication service, mobile device location information and mobile device communication service information;
receiving weather data;
correlating the weather data with the mobile device location information and the mobile device communication service information to characterize the effect of weather on the wireless communication service;
generating a dead zone volume map defining a predicted future weather-related dead zone volume for the wireless communication service; and
predicting an upcoming service change at a particular location based on the predicted future weather-related dead zone volume and taking a predetermined preemptive action in response to such prediction.
9. The system of claim 8 , wherein the wireless communication service is a cellular wireless communication service.
10. The system of claim 8 , wherein the wireless communication service is a WiFi wireless communication service.
11. The system of claim 8 , wherein the server system comprises an enterprise asset management system.
12. The system of claim 8 , wherein the weather data is correlated in time with the mobile device location information and the mobile device communication service information.
13. The system of claim 8 , wherein the upcoming service change is a service outage, and wherein the preemptive action comprises at least one of:
generating a notification;
initiating a data transfer with sufficient time ahead of the upcoming outage; or
dispatching personnel due to the upcoming outage.
14. The system of claim 8 , wherein the dead zone volume is a three-dimensional volume.
15. A computer program product comprising at least one tangible, non-transitory computer-readable storage medium having embodied therein computer program instructions which, when executed by one or more processors of a system, cause the system to perform computer processes comprising:
receiving, for each of a plurality of mobile devices communicating wirelessly with a server system via a wireless communication service, mobile device location information and mobile device communication service information;
receiving weather data;
correlating the weather data with the mobile device location information and the mobile device communication service information to characterize the effect of weather on the wireless communication service;
generating a dead zone volume map defining a predicted future weather-related dead zone volume for the wireless communication service; and
predicting an upcoming service change at a particular location based on the predicted future weather-related dead zone volume and taking a predetermined preemptive action in response to such prediction.
16. The computer program product of claim 15 , wherein the wireless communication service is a cellular wireless communication service.
17. The computer program product of claim 15 , wherein the wireless communication service is a WiFi wireless communication service.
18. The computer program product of claim 15 , wherein the server system comprises an enterprise asset management system.
19. The computer program product of claim 15 , wherein the weather data is correlated in time with the mobile device location information and the mobile device communication service information.
20. The computer program product of claim 15 , wherein the upcoming service change is a service outage, and wherein the preemptive action comprises at least one of:
generating a notification;
initiating a data transfer with sufficient time ahead of the upcoming outage; or
dispatching personnel due to the upcoming outage.
21. The computer program product of claim 15 , wherein the dead zone volume is a three-dimensional volume.