Patent ID: 11926321
Assignee: nan
Field: Control (Instruments)
Classification: CPC B  G  H | IPC B  G  H

Claim 18:
19. A non-transitory computer readable medium including instruction stored thereon that when processed by at least one hardware processor cause an electronic device to perform an operation comprising:
receiving a GPS location associated with the vehicle, wherein the GPS location is determined using an electronic device disposed within the vehicle;
determining a status of at least one traffic light located on route of at least one traffic junction and associated time period for the status of the at least one traffic light based on data received from a plurality of sensors;
broadcasting the status of at least one traffic light and associated time period to at least one neighboring vehicle and a central server;
calculating in real-time a recommended cruising speed of the vehicle based on the GPS location associated with the vehicle, the status of at least one traffic light and associated time period, and a time period required by the vehicle to arrive at the at least one traffic light using a machine learning algorithm;
providing in real-time the recommended cruising speed to the vehicle; and
adaptively controlling in real-time the speed of the vehicle to the recommended cruising speed;
the machine learning algorithm being configured to: assign weights to each of the datapoints in the data from the plurality of sensors and validate each of the datapoints by cross referencing with the data from the central server;
compute a validity score for each datapoints in the data from the plurality of sensors;
eliminate at least one data point associated with a validity score being less than a pre-defined value; and
replace the eliminated values with the data points obtained from the central server to eliminate inaccurate data.