System, RFID chip, server and method for capturing vehicle data
AssigneeBrain Trust Innovations I, LLC
InventorDavid LaBorde
Life of this patent
Estimating the term…
Abstract
A system includes a plurality of tracking devices, such as RFID tags, affixed to items, such as vehicles, a data collection engine, client devices and backend devices. The backend devices include trained machine learning models, business logic, and attributes of a plurality of events. A plurality of data collection engines and systems send attributes of new events to the backend devices. The backend devices can track the items and predict particular outcomes of new events based upon the attributes of the new events utilizing the trained machine learning models.
Claims17
A server device for a transport service, the server device comprising:
- a transceiver configured to, via a network connection, receive:
- a plurality of messages associated with a plurality of vehicles, each of the plurality of messages indicative of location information;
- and
- a pick-up request indicative of location information associated with a user;
- a controller operatively coupled to the transceiver;
- and
- one or more memory sources operatively coupled to the controller, the one or more memory sources including instructions for configuring the controller to generate an output value from a trained model based upon the location information in the pick-up request and the location information in the plurality of messages associated with the plurality of vehicles,
- wherein the output value includes an arrival time,
- wherein the controller is further configured to determine a route from a specific one of the plurality of vehicles to the location information of the pickup-request.
A method for determining a location relating to a transport service on a computing device, the method being performed by one or more processors and comprising:
- receiving a transport request from a user, the transport request specifying at least one of a pick-up region or a drop-off region;
- determining one or more locations of interests within the at least one of the pick-up region or the drop-off region;
- receiving a plurality of messages associated with a plurality of vehicles, each of the plurality of messages indicative of location information of the respective one of the plurality of vehicles;
- generating one or more output values associated with difficulties of the plurality of vehicles of reaching each of the one or more locations of interest based upon a trained model, the determined one or more locations of interest and location information of the plurality of vehicles;
- determining a specific one of the plurality of vehicles based upon the one or more output values;
- and
- determining a route from the specific one of the plurality of vehicles to the one or more locations of interest based upon the one or more output values.
A server device for a transport service, the server device comprising:
- a transceiver configured to, via a network connection, receive:
- a plurality of messages associated with a plurality of vehicles, each of the plurality of messages indicative of location information;
- and
- a pick-up request indicative of location information associated with a user and a destination request;
- a controller operatively coupled to the transceiver;
- and
- one or more memory sources operatively coupled to the controller, the one or more memory sources including instructions for configuring the controller to generate output values from a trained model based upon the location information in the pick-up request and the location information in the plurality of messages associated with the plurality of vehicles,
- wherein one of the output values includes an arrival time one of the plurality of vehicles will arrive at the pick-up request,
- wherein the controller generates route information to be sent to the user via the transmitter so that a device at the user displays a travel path of the one of the plurality of vehicles to the pick-up request.
Dependencies are inferred from the claim text.