US 2018/0322413 A1 · NETWORK OF AUTONOMOUS MACHINE LEARNING VEHICLE SENSORS

Abstract

An input system includes one or more sensor devices that communicate via a local network and collect sensor data, which may be processed by a machine learning model to identify patterns in the data and recognize unusual conditions or potential safety issues. Sensor data may be processed by individual sensor devices having sufficient processing resources, or may be offloaded to a local or remote processor. Notifications may be generated with regard to safety issues, and user input may be received that indicates whether to treat a newly recognized pattern as a problem requiring corrective action, a one-time occurrence, or a pattern to be added to a list of known patterns. Sensor devices may collect data both within and outside the vehicle, and may communicate with in-vehicle systems, mobile computing devices, or other computing devices.

Claims20

Dependent claims

A system comprising:

a vehicle equipped with one or more sensors;
a data store configured to store computer-executable instructions, previously collected sensor data, and one or more known driver profiles;
and
a processor in communication with the data store and the one or more sensors, wherein the computer-executable instructions, when executed by the processor, configure the processor to:
obtain sensor data from the one or more sensors;
process the sensor data with a machine learning model, wherein the machine learning model is trained according to one or more known driver profiles;
generate a notification message regarding the sensor data based at least in part on machine learning model output indicating that the sensor data does not correspond to the one or more known driver profiles;
and
cause transmission of the notification message to a client computing device.

6 more elements

Dependencies are inferred from the claim text.

Network of autonomous machine learning vehicle sensors

Life of this patent

Network of autonomous machine learning vehicle sensors

Life of this patent

Abstract

Claims20