It is herein disclosed a method of collecting data for determining a psychophysiological state of a human driver, comprising collecting data throughout a driving session, wherein the driving session comprises driving on a predetermined route by a driver in an automotive vehicle, wherein the…
A driver assistance system for motor vehicles. The driver assistance system includes a processor system having inputs for sensor signals, outputs for actuator commands, and a memory in which a set of rules is stored that determine which actuator commands are to be output in certain constellations…
A driver authentication and safety system and method for monitoring and controlling vehicle usage by high-risk drivers. A centralized database comprising a software application can be accessed by an authorized user via a data communications network utilizing a remote computer in order to configure…
A driver state estimation apparatus includes a controller to estimate the driver's state based on travel environment and the driver's line of sight. The controller calculates a predicted gazing frequency of the driver to gaze at a cautionary object based on a relative risk, an observable time, and…
The embodiments of the present disclosure disclose a driving risk prediction method, apparatus, system, vehicle, and medium. The method includes: determining a dynamic object for a vehicle while driving; determining a first position of the dynamic object in the vehicle; determining, based on the…
Systems and methods for determining the performance of a driver of a vehicle based on changes, over time, in the context and environment in which the vehicle operates, and any resultant driver behavior are disclosed. A set of driver response data is created from based on an analysis of time-series…
A computer-implemented method (20) for automatically generating a speed profile of a vehicle (1) to be driven on a predetermined path, the method comprising the following steps:- collecting a first set of data representative of environmental conditions at waypoints along the predetermined path…
Apparatuses, systems and methods are provided for determining vehicle driver distractions. More particularly, apparatuses, systems and methods are provided for receiving, via a vehicle interior data receiving module, vehicle interior data from at least one vehicle interior sensor, wherein the…
A learning-based lane change prediction algorithm, and systems and methods for implementing the algorithm, are disclosed. The prediction algorithm evaluates the driving behaviors of a target human driver and predicts lane change maneuvers based on those personalized driving behaviors. The algorithm…
Systems and methods of providing intelligent energy-efficiency performance coaching. Energy efficiency performance is measured by a performance score calculated in association with various efficiency metrics. The performance score may be provided as feedback to the operator and may further be used…
Methods, systems, and apparatus for a vehicle monitoring and driver support system. The vehicle monitoring and driver support system includes one or more sensors configured to capture vehicle sensor data of a vehicle and an electronic control unit in electronic communication with the sensors. When…
Method and system for predicting driving behaviors of a driver by transforming trip data into an image representation are disclosed. For example, the method includes receiving trip data of one or more trips of a driver, dividing the trip data into a plurality of trip data segments based on a…
The driving diagnosis system includes a server and a first terminal of a watching target person and a second terminal of a watching target person, and performs a driving diagnosis of the watching target person, wherein the server includes a CPU that performs information processing, and CPU acquires…
A vehicle including a steering wheel, a first detection unit, a second detection unit and a processor is disclosed. The first detection unit may be configured to detect a first parameter associated with the steering wheel, and the second detection unit may be configured to capture an input…
A method, system and apparatus for recognizing continuous driving style are provided, which involve the intelligent vehicles field. The method comprises: collecting multi-dimensional driving data from a plurality of drivers in daily driving scenarios, segmenting the driving data to obtain a…
Vehicles and related systems and methods are provided for assisting operation of a vehicle by enabling dynamic tuning of vehicle responsiveness. One method involves obtaining an auxiliary driver input indicative of an auxiliary driver command to influence responsiveness of the vehicle from an…
A driving skill evaluation method according to one embodiment of the disclosure includes: generating a kernel density estimation image, based on time-series data of a first parameter corresponding to a direction change in a traveling direction of a vehicle, and time-series data of a second…
Driver insurance and risk management scores are calculated per driver based on vehicle and driver behavior data collected during driving sessions. Often one vehicle is shared by multiple drivers and one driver can drive multiple vehicles. The present disclosure securely tracks the individual…
A vehicular cabin monitoring system includes an interior-viewing camera disposed at a vehicle and viewing a driver sitting at a driver seat of the vehicle and viewing a passenger seat of the vehicle. The interior-viewing camera is operable to capture image data. The vehicular cabin monitoring…
A driving evaluation method includes acquiring a tire force, calculating a proportion, and calculating an evaluation value. The acquiring of the tire force acquires a tire force generating while a vehicle is running. The calculating of the proportion calculates the proportion value by dividing the…
A motion manager for a vehicle includes one or more processors. The one or more processors are configured to: receive acceleration request values from a plurality of applications and driver assistance levels associated with the respective acceleration request values; select the highest driver…
Embodiments described herein receive telematics data collected over a period of time, wherein the telematics data is indicative of operation of a vehicle by an owner of the vehicle during the period of time; analyze the telematics data to identify driving behavior(s) of the owner during the period…
A method for determining a driving behavior of a driver relative to a driving behavior of an automated driving system of a vehicle involves detecting actuating commands from the driver and a manually navigated trajectory of the vehicle during manual driving operation of the vehicle. In a first…
In a method for applying penalties or incentives to a driver of a rented vehicle, an indication that the driver has agreed to terms for renting the vehicle from the vehicle owner is received, with the terms including the potential application of penalties or incentives to the driver based on…
Embodiments of the present disclosure a privacy-preserving defensive driving system that can detect abnormal following vehicles during driving. An example system may be configured to: continuously capture video data of the camera's field-of-view, detect following vehicles in the captured video…
An execution device is configured to execute a detection process for detecting a state that a preceding vehicle is approaching a host vehicle, an acquisition process for acquiring a deceleration of the host vehicle and a deceleration of the preceding vehicle when the preceding vehicle is…
An automated method of controlling a speed of a vehicle includes identifying parameters of a driving instance of the vehicle; identifying a predetermined profile that is applicable to the driving instance based on the identified parameters; identifying a predetermined speed policy applicable to the…
A method at a computing device for a vehicle, the method including observing, using sensors of the vehicle, behavior of an external road user; producing at the computing device a normalized safety score for the external road user; recording identifying information for the external road user; and…
Provided is a method and an apparatus of inferring a stochastic driving characteristic of a driving vehicle. The driving characteristic inferring apparatus may include a model training unit which trains a plural driving characteristic model and an inference model using learning driving data of a…
A radar signal processing method for improved occupant vital monitoring includes a method for detecting vital signs using at least one radar sensor mounted to a vehicle. The method includes detecting a plurality of target candidates using the at least one radar sensor, analyzing the plurality of…