Big telematics data network communication fault identification system
Apparatus, device, methods and system relating to a vehicular telemetry environment for the for identifying in real time unpredictable network communication faults based upon pre-processed raw telematics big data logs that may include GPS data and an indication of vehicle status data, and supplemental data that may further include location data and network data.
1 . A system comprising:
a mobile device, and
a remote device,
said mobile device configured to:
determine a device expected communication rate for the mobile device, and
communicate the device expected communication rate for the mobile device to the remote device; and
said remote device configured to:
determine an expected communication rate for a network zone based on at least the device expected communication rate for the mobile device, and
determine whether the network zone is experiencing a communication fault based on the expected communication rate for the network zone and an actual communication rate for the network zone,
wherein:
the mobile device includes a positional device, said positional device configured to provide position information of the mobile device, and
the remote device is configured to determine a location of the communication fault in the network zone based at least in part on the position information of the mobile device.
2 . The system of claim 1 , wherein said remote device determines the location of the communication fault using a last known position indication of said mobile device.
3 . The system of claim 1 , wherein determining the device expected communication rate for the mobile device comprises detecting a vehicle status of a vehicle associated with the mobile device.
4 . The system of claim 3 , wherein the vehicle status is an ignition status indication for the vehicle.
5 . The system of claim 1 , wherein the mobile device is further configured to, in response to determining that the mobile device is in an active state, set the device expected communication rate for the mobile device to a first rate.
6 . The system of claim 5 , wherein the first rate is at least one communication with the remote device in each of at least one period of 100 seconds.
7 . The system of claim 5 , wherein the mobile device is further configured to, in response to determining that the mobile device is in an inactive state, set the device expected communication rate for the mobile device to one of at least one lower rate lower than the first rate.
8 . The system of claim 7 , wherein said inactive state includes a sleep state associated with a second rate of the at least one lower rate.
9 . The system of claim 8 , wherein the second rate is at least one communication with the remote device in each of at least one period of 1800 seconds.
10 . The system of claim 8 , wherein said inactive state includes a deep sleep state associated with a third rate of the at least one lower rate.
11 . The system of claim 10 , wherein the third rate is lower than the second rate.
12 . The system of claim 10 , wherein the third rate is at least one communication with the remote device in each of at least one period of 86,400 seconds.
13 . The system of claim 10 , wherein the mobile device is further configured to, in response to determining that the mobile device is in the inactive state, determine whether the mobile device is in a first power saving mode or a second power saving mode.
14 . The system of claim 13 , wherein setting the device expected communication rate for the mobile device to the one of the at least one lower rate comprises setting the device expected communication rate to the second rate of the at least one lower rate, in response to the determination that the mobile device is in the first power saving mode.
15 . The system of claim 14 , wherein setting the device expected communication rate for the mobile device to the one of the at least one lower rate further comprises setting the device expected communication rate to the third rate of the at least one lower rate, that is lower than the second rate, in response to determining that the mobile device is in the second power saving mode.
16 . The system of claim 13 , wherein determining whether the mobile device is in the first power saving mode or the second power saving mode comprises determining that the mobile device is in the first power saving mode in response to determining that the mobile device is in the inactive state.
17 . The system of claim 13 , wherein determining whether the mobile device is in the first power saving mode or the second power saving mode comprises determining that the mobile device is in the second power saving mode in response to determining that more than a threshold period of time has elapsed since the mobile device was determined to be in the inactive state.
18 . The system of claim 1 , further comprising:
one or more of the mobile device of claim 1 , disposed in the network zone,
wherein the remote device is configured to determine the expected communication rate for the network zone based on the device expected communication rate determined for each mobile device of the one or more mobile devices disposed in the network zone.
19 . The system of claim 18 , wherein determining whether the network zone is experiencing the communication fault further comprises comparing for at least one time frame the actual communication rate for the network zone, reflecting communications from each mobile device disposed in the network zone, to said expected communication rate for the network zone.
20 . The system of claim 19 , wherein determining whether the network zone is experiencing the communication fault further comprises indicating the communication fault in the network zone when said actual communication rate for the network zone is not equal to said expected communication rate within said at least one time frame.
21 . The system of claim 19 , wherein the expected communication rate for the network zone relates to a total number of network connections expected to be established by the one or more mobile devices disposed within the network zone within a period of time.
22 . The system of claim 21 , wherein the device expected communication rate relates to a total number of network connections expected to be established by the mobile device disposed within the network zone within the period of time.
23 . The system of claim 22 , wherein the actual communication rate for the network zone relates to a total number of network connections established by the one or more mobile devices within the period of time.
24 . The system of claim 1 , wherein the remote device is configured to provide a fault indication in response to determining that the network zone is experiencing the communication fault, the fault indication identifying the location of the communication fault in the network zone.
25 . The system of claim 1 , wherein the remote device is associated with a vehicle.