Selective model execution in an autonomous vehicle, including: identifying, based on a first state space associated with a first machine learning model, one or more second state spaces neighboring the first state space, wherein the one or more second state spaces are each associated with a corresponding second machine learning model of one or more second machine learning models; and executing the one or more second machine learning models.

The present disclosure provides a rear wheel steering (RWS) control method and system for a cargo trailer. The RWS control method may include determining a driving mode of a vehicle connected to the cargo trailer, executing an RWS control logic of the cargo trailer based on the driving mode and an input signal from the vehicle corresponding to the driving mode, and performing RWS control for the cargo trailer based on the RWS control logic.

An in-vehicle equipment control system includes a ceiling side controller installed in a ceiling of a vehicle and configured to control equipment installed at least in the ceiling; and a vehicle internal communication device configured to enable the ceiling side controller and a lower side controller to transmit and receive information signals to and from each other, the lower side controller having been installed in a part lower than the ceiling. The ceiling side controller is capable of receiving ceiling side detection signals regarding pieces of ceiling side detection information detected by at least one ceiling side detection device in the ceiling, as ceiling side information signals regarding pieces of ceiling side information, from the at least one ceiling side detection device.

Systems and methods for operating a vehicle that includes a starter motor are described. In one example, the starter motor may engage a flywheel of an engine and rotate the engine without starting the engine in response to a request to move the vehicle without starting the engine. The starter motor may provide the propulsive force to move the vehicle a short distance.

The present disclosure provides a rear wheel steering (RWS) control method and system for a cargo trailer. The RWS control method may include determining a driving mode of a vehicle connected to the cargo trailer, executing an RWS control logic of the cargo trailer based on the driving mode and an input signal from the vehicle corresponding to the driving mode, and performing RWS control for the cargo trailer based on the RWS control logic.

There is provided a control device for an autonomous driving system for a vehicle in which a steering device configured to be mechanically coupled to a wheel is not provided in a vehicle cabin. The control device includes: a storage unit configured to store a parameter relating to an angle of the wheel calculated from a value of a relative angle sensor configured to detect a relative angle of the wheel; and a controller configured to read the parameter from the storage unit at a time of next power supply restart and control traveling of the vehicle based on a value of the read parameter.

Systems and methods for operating a vehicle that includes a starter motor are described. In one example, the starter motor may engage a flywheel of an engine and rotate the engine without starting the engine in response to a request to move the vehicle without starting the engine. The starter motor may provide the propulsive force to move the vehicle a short distance.

A device diagnostic apparatus according to the present invention includes: a diagnosis model selecting unit that selects a diagnosis model for diagnosing a moving device in accordance with a driving environment of the device; and a diagnosis unit that inputs operation data of the device to the selected diagnosis model, receives an output of a diagnosis result for the device from the diagnosis model, and diagnoses the device.

A vehicle control system includes: an operation unit disposed in a vehicle and operable by a driver; an operation detection unit configured to detect an operation on the operation unit, and including a displacement unit that is displaced according to an operation amount of the operation unit, and a detection unit that detects a displacement amount of the displacement unit and that outputs a continuous signal according to the displacement amount; and a control unit that inputs the continuous signal detected by the detection unit and performs a predetermined control corresponding to the continuous signal is provided.

In some examples, a controller receives information of a route of a vehicle, and selects a first parameter set from among a plurality of parameter sets based on the route of the vehicle, the plurality of parameter sets corresponding to different conditions of usage of the vehicle, where each parameter set of the plurality of parameter sets includes one or more parameters that control adjustment of one or more respective adjustable elements of the vehicle. The controller causes application of the first parameter set to control a setting of the one or more adjustable elements of the vehicle.