SCALABLE AND DISTRIBUTED DETECTION OF ROAD ANOMALY EVENTS
Systems, devices, and methods for the scalable and distributed detection of road anomaly events are disclosed. In one embodiment, the system comprises a sensor monitor configured to: receive data regarding road anomaly events detected by a plurality of sensors through a communication network; analyze the received data; identify a subset road anomaly events based on analyzing the received data; determine the size of the subset of road anomaly events exceeds a pre-defined threshold; and in response to determining the size of the subset of road anomaly events exceeds a pre-defined threshold, perform at least one action.
1 . A method comprising:
receiving, by a processor, data regarding potential road anomaly events detected by a plurality of sensors in a communication network;
identifying, by the processor, a subset of the road anomaly events, each event in the subset of road anomaly events associated with a confidence level exceeding a pre-defined threshold;
identifying, by the processor, a confirmed road anomaly event based on the subset of road anomaly events; and
sending, by the processor, at least one communication associated with the confirmed road anomaly event to a computing device based on a type of the confirmed road anomaly event.
2 . The method of claim 1 , the receiving data regarding potential road anomaly events comprising receiving high sensitivity road anomaly measurements from the plurality of sensors.
3 . The method of claim 1 , the receiving data regarding potential road anomaly events comprising receiving a location and type of each of the potential road anomaly events.
4 . The method of claim 1 , the identifying the subset of the road anomaly events further comprising clustering the road anomaly events based on a matching type for each of the road anomaly events.
5 . The method of claim 1 , the identifying the confirmed road anomaly event comprising determining that a size of the subset exceeds a second pre-defined threshold.
6 . The method of claim 1 , the road anomaly events comprising road bumps, sudden swerves, emergency brakes, cargo falling off trucks or a combination thereof.
7 . The method of claim 1 , the sending the at least one communication comprising transmitting an alert to an emergency services computing device.
8 . A device comprising:
a processor; and
a storage medium for tangibly storing thereon program logic for execution by the processor, the stored program logic comprising:
logic for receiving, by the processor, data regarding potential road anomaly events detected by a plurality of sensors in a communication network,
logic for identifying, by the processor, a subset of the road anomaly events, each event in the subset of road anomaly events associated with a confidence level exceeding a pre-defined threshold,
logic for identifying, by the processor, a confirmed road anomaly event based on the subset of road anomaly events, and
logic for sending, by the processor, at least one communication associated with the confirmed road anomaly event to a computing device based on a type of the confirmed road anomaly event.
9 . The device of claim 8 , the receiving data regarding potential road anomaly events comprising receiving high sensitivity road anomaly measurements from the plurality of sensors.
10 . The device of claim 8 , the receiving data regarding potential road anomaly events comprising receiving a location and type of each of the potential road anomaly events.
11 . The device of claim 8 , the identifying the subset of the road anomaly events further comprising clustering the road anomaly events based on a matching type for each of the road anomaly events.
12 . The device of claim 8 , the identifying the confirmed road anomaly event comprising determining that a size of the subset exceeds a second pre-defined threshold.
13 . The device of claim 8 , the road anomaly events comprising road bumps, sudden swerves, emergency brakes, cargo falling off trucks or a combination thereof.
14 . The device of claim 8 , the sending the at least one communication comprising transmitting an alert to an emergency services computing device.
15 . A non-transitory computer-readable storage medium for tangibly storing computer program instructions capable of being executed by a computer processor, the computer program instructions defining the steps of:
receiving, by the processor, data regarding potential road anomaly events detected by a plurality of sensors in a communication network;
identifying, by the processor, a subset of the road anomaly events, each event in the subset of road anomaly events associated with a confidence level exceeding a pre-defined threshold;
identifying, by the processor, a confirmed road anomaly event based on the subset of road anomaly events; and
sending, by the processor, at least one communication associated with the confirmed road anomaly event to a computing device based on a type of the confirmed road anomaly event.
16 . The non-transitory computer-readable storage medium of claim 15 , the receiving data regarding potential road anomaly events comprising receiving high sensitivity road anomaly measurements from the plurality of sensors.
17 . The non-transitory computer-readable storage medium of claim 15 , the receiving data regarding potential road anomaly events comprising receiving a location and type of each of the potential road anomaly events.
18 . The non-transitory computer-readable storage medium of claim 15 , the identifying the subset of the road anomaly events further comprising clustering the road anomaly events based on a matching type for each of the road anomaly events.
19 . The non-transitory computer-readable storage medium of claim 15 , the identifying the confirmed road anomaly event comprising determining that a size of the subset exceeds a second pre-defined threshold.
20 . The non-transitory computer-readable storage medium of claim 15 , the road anomaly events comprising road bumps, sudden swerves, emergency brakes, cargo falling off trucks or a combination thereof.