Abstract: The disclosure generally relates to autonomous or semi-autonomous driving vehicles. Specifically, an embodiment of the disclosure relates to occupancy detection algorithm to classify groups of individuals having a relationship to each other in certain environments, for example, inside a vehicle. In an exemplary embodiment, the disclosure provides an apparatus to associate one or more vehicles with one or more occupants, the apparatus including: a processing system to categorize data received from a plurality of external communication devices; a detector module configured to identify a first vehicle data and a first device data from categorized data; a proximity detector configured to communicate with the vehicle detector and the device detector; and a correlation engine to receive proximity estimate and to correlate the first device with a first occupant of the first vehicle.

Abstract: Embodiments include apparatuses, systems, and methods for a computer-aided or autonomous driving (CA/AD) system to transmit to a remote service scheduling server, a request message for a service slot at a service provider. In embodiments, the remote service scheduling server may assign the service slot for a semi-autonomous or autonomous driving (SA/AD) vehicle including the CA/AD system. In embodiments, the service scheduling server may perform analysis or machine learning on data received from the CA/AD system as well as from a plurality of service stations in order to assign the service provider and/or service slot to the SA/AD vehicle. In embodiments, the CA/AD system may receive an assignment message and control driving elements of the SA/AD vehicle to autonomously or semi-autonomously drive the SA/AD vehicle to the service provider to receive the service at the assigned service slot. Other embodiments may also be described and claimed.

Abstract: Embodiments include apparatuses, systems, and methods for a computer-aided or autonomous driving (CA/AD) system to transmit to a remote service scheduling server, a request message for a service slot at a service provider. In embodiments, the remote service scheduling server may assign the service slot for a semi-autonomous or autonomous driving (SA/AD) vehicle including the CA/AD system. In embodiments, the service scheduling server may perform analysis or machine learning on data received from the CA/AD system as well as from a plurality of service stations in order to assign the service provider and/or service slot to the SA/AD vehicle. In embodiments, the CA/AD system may receive an assignment message and control driving elements of the SA/AD vehicle to autonomously or semi-autonomously drive the SA/AD vehicle to the service provider to receive the service at the assigned service slot. Other embodiments may also be described and claimed.

Abstract: Embodiments include apparatuses, systems, and methods for a computer-aided or autonomous driving (CA/AD) system to transmit to a remote service scheduling server, a request message for a service slot at a service provider. In embodiments, the remote service scheduling server may assign the service slot for a semi-autonomous or autonomous driving (SA/AD) vehicle including the CA/AD system. In embodiments, the service scheduling server may perform analysis or machine learning on data received from the CA/AD system as well as from a plurality of service stations in order to assign the service provider and/or service slot to the SA/AD vehicle. In embodiments, the CA/AD system may receive an assignment message and control driving elements of the SA/AD vehicle to autonomously or semi-autonomously drive the SA/AD vehicle to the service provider to receive the service at the assigned service slot. Other embodiments may also be described and claimed.

Abstract: The disclosure generally relates to autonomous or semi-autonomous driving vehicles. Specifically, an embodiment of the disclosure relates to occupancy detection algorithm to classify groups of individuals having a relationship to each other in certain environments, for example, inside a vehicle. In an exemplary embodiment, the disclosure provides an apparatus to associate one or more vehicles with one or more occupants, the apparatus including: a processing system to categorize data received from a plurality of external communication devices; a detector module configured to identify a first vehicle data and a first device data from categorized data; a proximity detector configured to communicate with the vehicle detector and the device detector; and a correlation engine to receive proximity estimate and to correlate the first device with a first occupant of the first vehicle.