A system and method control an automobile by decelerating the automobile at a first deceleration using a braking mechanism in response to detecting that a parking brake switch is turned on, a second deceleration which is smaller than the first deceleration, in response to not detecting that the parking brake switch is turned on and determining that the driver is incapacitated, and a third deceleration which is smaller than the first deceleration, in response to determining that an SOS switch is turned on, detecting that the parking brake switch is changed from on to off, and not determining that the driver is incapacitated.

A travel control apparatus is provided. The travel control apparatus acquires driver abnormality information indicative of an abnormality of a driver of a vehicle, makes a determination that the driver is in a driving difficulty state based at least on the driver abnormality information, and activates a lane departure prevention function and a cruise control function of the vehicle at substantially the same time during a time period between when the driver abnormality information is acquired and when the driving difficulty state is determined. Together with activating the lane departure prevention function and the cruise control function, the travel control apparatus outputs notification request information to a human machine interface controller controlling a notification device which issues a notification to a passenger of the vehicle. The notification request information causes the notification indicative of activation of the lane departure prevention function and the cruise control function to be issued.

A working vehicle includes a traveling clutch to be switched between an engaging state and a disengaging state, a brake to brake the traveling device according to an operation of a brake operator, and a controller to perform a braking control to perform the braking, and an auto-switching controller to switch the traveling clutch from the engaging state to the disengaging state. The controller performs a first processing to switch the traveling clutch from the engaging state to the disengaging state when the brake operator is operated in a case where the auto-switching control is valid and a vehicle speed is less than a threshold, and a second processing to prevent the traveling clutch from being switched from the engaging state to the disengaging state even when the brake operator is operated in a case where the vehicle speed is equal to or higher than the threshold.

A work machine includes a frame; an engine supported by the frame; a plurality of ground engaging devices supporting the frame and driven by the engine; an operator cabin supported by the frame; a plurality of sensors and input devices configured to provide a plurality of signals; and a control module. The control module is configured to receive the plurality of signals from the plurality of sensors and input devices, determine if any of the plurality of signals is a positive signal, where a positive signal indicates that an operator is present in the machine, indicate an ‘operator present’ status if at least one of the plurality of signals remains positive for a debounce time, and indicate a ‘no operator present’ status if none of the plurality of signals remains positive for a threshold time.

A vehicle control device includes: an obstacle recognizing unit; a state recognizing unit; an operation detecting unit; a braking force control unit that performs automated brake control of outputting a braking force by operating a brake device in a case in which a relation between the obstacle recognized and the vehicle satisfies a predetermined condition; and a stopping control unit that causes the braking force control unit to stop the automated brake control in a case in which a driving operation of a predetermined level or more using the operator is detected from a time that is a predetermined time before start of the automated brake control to a time at which the automated brake control starts, wherein the stopping control unit does not perform the stopping of the automated brake control in a case in which the state of the driver is recognized as a predetermined state.

An environment information acquisition unit 20 acquires an image in which environment around a vehicle has been imaged, information indicating a contact with the vehicle or an impact on the vehicle, surround sounds, approach identification information for enabling an approach of an emergency vehicle to be identified, and the like as surrounding environment information of the vehicle. A vehicle control processing unit 61 recognizes predetermined external stimulation information included in the surrounding environment information, for example, a specific signal or a movement with a specific pattern, a contact to a specific part, and a specific sound. The vehicle control processing unit 61 uses the recognized predetermined external stimulation information as a vehicle brake instruction from outside and starts a vehicle braking sequence to stop the vehicle. Even if an abnormality occurs in an automatically driven vehicle and the like, vehicle brake control is easily applied to a traveling vehicle from outside.

An environment information acquisition unit 20 acquires an image in which environment around a vehicle has been imaged, information indicating a contact with the vehicle or an impact on the vehicle, surround sounds, approach identification information for enabling an approach of an emergency vehicle to be identified, and the like as surrounding environment information of the vehicle. A vehicle control processing unit 61 recognizes predetermined external stimulation information included in the surrounding environment information, for example, a specific signal or a movement with a specific pattern, a contact to a specific part, and a specific sound. The vehicle control processing unit 61 uses the recognized predetermined external stimulation information as a vehicle brake instruction from outside and starts a vehicle braking sequence to stop the vehicle. Even if an abnormality occurs in an automatically driven vehicle and the like, vehicle brake control is easily applied to a traveling vehicle from outside.

A driver assistance system has an emergency stop function for a motor vehicle. The motor vehicle has an electric parking brake. A parking-brake operating element is used to activate the electric parking brake. The driver assistance system is designed to activate an emergency stop function in accordance with the actuation of the parking-brake operating element and, as part of the emergency stop function, to perform an autonomous emergency stop driving maneuver for the emergency stopping of the vehicle. The driver assistance system is characterized in that the driver assistance system is designed to activate the emergency stop function only in response to an end of the actuation of the parking-brake operating element.

A driver assistance system has an emergency stop function for a motor vehicle. The motor vehicle has an electric parking brake. A parking-brake operating element is used to activate the electric parking brake. The driver assistance system is designed to activate an emergency stop function in accordance with the actuation of the parking-brake operating element and, as part of the emergency stop function, to perform an autonomous emergency stop driving maneuver for the emergency stopping of the vehicle. The driver assistance system is characterized in that the driver assistance system is designed to activate the emergency stop function only in response to an end of the actuation of the parking-brake operating element.

A remote photoplethysmography (RPPG) system for estimating vital signs of a person is provided. The RPPG system is configured to receive a set of imaging photoplethysmography (iPPG) signals measured from different regions of a skin of a person. The RPPG system is further configured to determine frequency coefficients at the frequency bins of the quantized frequency spectrum of the measured iPPG signals by minimizing a distance between the measured iPPG signals and corresponding iPPG signals reconstructed from the determined frequency coefficients, while enforcing joint sparsity of the determined frequency coefficients subject to the sparsity level constraint, such that the determined frequency coefficients of different iPPG signals have the non-zero values at the same frequency bins; and output one or a combination of the determined frequency coefficients, the iPPG signals reconstructed from the determined frequency coefficients, and a vital sign signal corresponding to the reconstructed iPPG signals.