A safety-related device for use in vehicles, includes a microcomputer, a micro-electronic circuit, a first data bus interface, a second data bus interface, a safety unit (Safety-Agent), a PSI5 sensor link, and a sensor signal simulation unit which can simulate a sensor. The safety unit (Safety-Agent) is controlled via the first data interface by the microcomputer. The sensor signal simulation unit and the sensor interface and the switching between same via the second data interface is controlled via the microcomputer.

Apparatuses and methods for predicting a crash using estimated vehicle speed. A set of sensor measurements are received from a mobile device disposed within a vehicle. A set of contiguous windows based on the sensor measurements may be defined. Each contiguous window represents a contiguous portion of the sensor measurements. A set of sensor measurements may be defined for each contiguous window. A trained neural network may execute, using the set of features, to generate one or more speed predictions. A vehicle crash prediction may be generated using the speed prediction. The vehicle crash prediction may then be transmitted to a remote device.

A method of detecting normality of a PWM signal, wherein an error in a pulse-width modulation (PWM) signal is detected using four different self-test logics, and information obtained by categorizing results of detection into failure modes is transmitted to a vehicle component controller, so that the consistency of the PWM signal is determined, a signal safety means is secured, and further, safety standard requirements of the automobile field are satisfied.

A physical quantity detection circuit includes: a detection signal generation circuit generating a detection signal, based on an output signal from a physical quantity detection element; an analog/digital converter circuit converting the detection signal into a first digital signal and converting a test signal into a second digital signal; a test signal generation circuit generating the test signal; and a malfunction diagnosis circuit diagnosing a malfunction of the analog/digital converter circuit, based on the second digital signal. A full-scale voltage of the analog/digital converter circuit is selected from among a plurality of voltages having different magnitudes, according to a power supply voltage. The test signal includes an upper limit value test signal, a lower limit value test signal, and a first intermediate value test signal. The test signal generation circuit performs resistive voltage division of the full-scale voltage and thus generates the first intermediate value test signal.

A squib driver circuit for deployment of an active safety restraint in a vehicle. The squib driver circuit may include a low side protection circuit. The low side protection circuit may include a comparator circuit to compare a voltage at a low side return terminal to a reference voltage and activate a timer in response to the voltage at the low side return terminal exceeding the reference voltage, the timer generating a disable signal to disable the low side driver after a predetermined period of time. The low side protection circuit may disable the low side driver after the short is detected and elapse of the predetermined period of time. The squib driver circuit may be formed on a single chip.

A circuit for diagnosing an open circuit in an airbag driving device may include: an open circuit sensing unit configured to sense, in a test mode for diagnosing an open circuit in a power ground (PGND) of the airbag driving device, whether an open circuit is present in the power ground (PGND) of the lower switch (L_SW) using power (VH) that is applied through an upper switch (H_SW) and the lower switch (L_SW) of the airbag driving device, and an open circuit determination unit configured to receive a voltage (V.sub.Drop) sensed by the open circuit sensing unit and determine whether the power ground (PGND) is open through a comparison between the voltage (V.sub.Drop) and a preset first reference voltage (V.sub.PG_TH).

A system is disclosed that performs multi-factor authentication with respect to a hardware assembly. In one example, a method includes: storing a cryptographic identifier of a vehicle hardware assembly; transmitting, to the assembly, a validation message; receiving a response message; decrypting the response message using the identifier; and determining whether the assembly is authenticated.

Systems, methods and apparatus to collect sensor data generated in an autonomous vehicle. Sensors of the vehicle generate a sensor data stream that is buffered, in parallel and in a cyclic way, in a first cyclic buffer and a larger second cyclic buffer respectively. An advanced driver assistance system of the vehicle generates an accident signal when detecting or predicting an accident and provides a training signal when detecting a fault in object detection, recognition, identification or classification. The accident signal causes a sensor data stream segment to be copied from the first cyclic buffer into a slot of a non-volatile memory, selected from a plurality of slots in a round robin way. The training signal causes a sensor data stream segment to be copied from the second cyclic buffer into an area of the non-volatile memory outside of the slots reserved for the first cycle buffer.

A sensing assembly for detecting a temperature of a tire of a vehicle comprises a fender, one or more cavities, and at least one contactless temperature sensor. The fender comprises an outer surface and an inner surface. The inner surface of the fender defines the one or more cavities. The contactless temperature sensor is seated within each of the one or more cavities. Further, the contactless temperature sensor is configured to detect the temperature of the tire of the vehicle.

A duplex squib module is provided. The duplex squib module may include a first squib, a second squib, a first active blocking circuit, and a second active blocking circuit: The first active blocking circuit being in series with the first squib. The first active blocking circuit having a transistor in series with a first diode to block current in a first direction. The second active blocking circuit being in series with the second squib. The second active blocking circuit having a transistor in series with a first diode to block current in a second direction opposite of the first direction.