An occupant-dependent setting system for a vehicle includes a setting processor, a server apparatus, and first and second authentication processors. The setting processor provides the vehicle with setting to make occupant-dependent setting available in the vehicle. The server apparatus includes a server memory that holds personalized setting data regarding an occupant to be on board the vehicle. The first authentication processor authenticates the occupant on board the vehicle. The second authentication processor authenticates a combination of the occupant on board the vehicle and the vehicle, on the condition that the occupant on board the vehicle is authenticated by the first authentication processor. On the condition that the combination of the occupant and the vehicle is authenticated by the second authentication processor, the setting processor acquires the personalized setting data from the server memory and provides the vehicle with the setting.

A vehicle setting system includes an occupant data acquisition processor, a server apparatus including a provisional generation processor, a provisional acquisition processor, and a setting processor. The occupant data acquisition processor acquires or estimates physical data regarding an occupant on board the vehicle, at least in a case with absence of a setting value for the occupant held in a vehicle memory of a vehicle. The provisional generation processor acquires the physical data regarding the occupant, and generates a provisional setting value for the relevant occupant. The provisional acquisition processor acquires the provisional setting value. The setting processor records, in a vehicle memory of the vehicle, the provisional setting value as the setting value for the occupant, and provides the vehicle with setting of the provisional setting value.

A testing system for interfacing with a vehicle diagnostic system and performing a diagnostic test on a vehicle. The testing system includes a housing configured to at least partially retain a processor in circuit communication with test circuitry configured to selectively communicate with vehicle's onboard diagnostic system via a test cable. The test cable retrieves diagnostic data from the onboard diagnostic system, and the processor performs a diagnostic test which is sent to an output device for displaying the test results. Results are transmitted to a computing device comprising an application system having an interpreter for displaying diagnostic data on a display of the computing device.

A vehicle includes receiving signals from a plurality of satellites; obtaining position information based on the received signal; detecting a driving speed and yaw rate; obtaining dead reckoning information based on position information about a position of a vehicle recognized in a previous cycle and the received detection information; predicting the position information based on the obtained dead reckoning information; obtaining a value of Euclidean distance based on the position information about the position of the vehicle recognized in the previous cycle and the obtained position information; generating a first outlier filter based on the value of the Euclidean distance; obtaining a value of Mahalanobis distance based on the obtained position information and the predicted position information; generating a second outlier filter based on the value of the Mahalanobis distance; recognizing a current position of the vehicle by fusing information passing through the first outlier filter and information passing through the second outlier filter; and outputting information about the current position of the recognized vehicle as an image or a sound.

A system for characterizing driver behavior includes an interface and a processor. The interface is configured to receive a set of vehicle data, wherein the set of vehicle data comprises embedded image vectors that characterize vehicle data over a short time scale. The processor is configured to determine, using a long time scale model, a long time scale label based at least in part on the embedded image vectors.

A transport-monitoring module for monitoring a transport of a transport unit of a passenger-transportation device is arranged on the transport unit. The transport-monitoring module has a sensor and localization devices. During the transport, through an interface unit, a connection with a data memory of the device is created. The interface unit is configured so that transport-monitoring data that are to be stored, which are based on sensor data of the sensor and localization data of the localization devices, are permanently stored in the data memory. In this way, the transport-monitoring module is simplified, so that it is no longer an item that is worth stealing. In addition, a reliable access to the stored transport-monitoring data after the end of the transport is secured.

A monitoring and maintenance system that utilizes imperial and theoretical data to compare parts, vehicles, users, regions, wear intensity indexes over time and tracking information to provide a sophisticated data collection system for heavy-duty equipment or rental equipment. This tracking is designed to better the specifications, designs, training, preventative maintenance, and replacement wear understanding of fleet management.

Methods and systems for determining risk associated with operation of autonomous vehicles using autonomous communication are provided. According to certain aspects, autonomous operation features associated with a vehicle may be determined, including features associated with autonomous communication between vehicles or with infrastructure. This information may be used to determine risk levels for a plurality of features, which may be based upon test data regarding the features or actual loss data. Expected use levels and autonomous communication levels may further be determined and used with the risk levels to determine a total risk level associated with operation of the vehicle. The autonomous communication levels may indicate the types of communications, the levels of communication with other vehicles or infrastructure, or the frequency of autonomous communication. The total risk level may be used to determine or adjust aspects of an insurance policy associated with the vehicle.

A system for digital twinning a refuse vehicle includes a refuse vehicle, and a controller. The controller is configured to receive multiple datasets from the refuse vehicle, and generate a virtual refuse vehicle based on the multiple datasets. The virtual refuse vehicle includes a visual representation of the refuse vehicle and the multiple datasets. The controller is further configured to operate a display of a user device to provide the visual representation of the refuse vehicle and one or more of the multiple datasets to a user.

Provided are a mobile terminal having a display, and particularly, to a mobile terminal capable of transmitting and receiving data to and from a vehicle and a system including the same. The mobile terminal includes a communication unit communicating with a vehicle having a vehicle display, and a controller receiving driving information from the vehicle using the communication unit, wherein the controller executes a certain function in response to occurrence of an event, selects any one execution screen, among a plurality of execution screens corresponding to the executed function, on the basis of the driving information, and transmits the any one execution screen to the vehicle through the communication unit so that the any one execution screen is output on the vehicle display.