Systems and methods for detecting an impact event in a parked vehicle
Embodiments of the invention include a vehicle telematics system including a telematics device, wherein the telematics device detects, using a processor of a telematics device, a vehicle ignition off event and reconfigures at least one parameter of an accelerometer for a low power mode of operation while in the vehicle ignition off state, and places the telematics device in a sleep mode of operation, wherein an accelerometer generates an interrupt to wake the processor of the telematics device from the sleep mode of operation upon detecting an acceleration event that exceeds a threshold, and the processor of the telematics device analyzes the accelerometer data stored in a FIFO buffer of the accelerometer.
1. A vehicle telematics device, comprising:
a processor and a memory storing a crash determination application; and
an accelerometer that generates acceleration data at a normal sample rate during an active operation mode and stores the acceleration data in a first-in-first-out (FIFO) buffer;
wherein the processor of the telematics device, on reading the crash determination application, is directed to:
detect a vehicle ignition off event;
reconfigure at least one parameter of the accelerometer for a low power mode of operation while in the vehicle ignition off state; and
place the telematics device in a sleep mode of operation;
wherein the accelerometer of the telematics device while operating in the low power mode of operation is directed to:
detect, while in the vehicle ignition off event, an acceleration event indicative of the acceleration data exceeding a threshold value;
generate, while in the vehicle ignition off event, an interrupt to wake the processor of the telematics device from the sleep mode of operation in response to detection of the acceleration event;
wherein the telematics device, on receiving the interrupt from the accelerometer, is directed to:
wake the processor in order to analyze accelerometer data stored in the FIFO buffer of the accelerometer.
2. The vehicle telematics device of claim 1 , wherein the at least one parameter of the accelerometer is at least one parameter selected from the group consisting of a sample rate and a word size of the accelerometer.
3. The vehicle telematics device of claim 1 , wherein reconfiguring the at least one parameter of the accelerometer comprises selecting a reduced sample rate for the accelerometer for the low power mode of operation.
4. The vehicle telematics device of claim 1 , wherein reconfiguring the at least one parameter of the accelerometer comprises selecting a reduced word size for the accelerometer for the low power mode of operation.
5. The vehicle telematics device of claim 1 , wherein the telematics device, on receiving the interrupt from the accelerometer, is directed to provide a notification to an external server when a crash event is detected based on the analysis of the accelerometer data.
6. The vehicle telematics device of claim 1 , wherein reconfiguring the accelerometer for the low power mode of operation is based on a wake time needed for the processor to transition from the sleep mode of operation to the normal active mode of operation.
7. The vehicle telematics device of claim 1 , wherein the processor of the telematics device, on reading the crash determination application, is further directed to:
determine a power level of the vehicle battery; and
reconfigure the accelerometer for a second low power mode of operation with a second reduced sample rate that provides a lower sample rate than the first low power mode of operation when the power level of the vehicle battery is below a threshold.
8. The vehicle telematics device of claim 1 , wherein configuration settings for the low power mode of operation of the accelerometer are dynamically determined using machine learning to monitor characteristics of the operating environment in which the accelerometer is installed.
9. The vehicle telematics device of claim 1 , wherein configuration settings for the low power mode of operation of the accelerometer are pre-determined based on computing characteristics of the telematics device.
10. The vehicle telematics device of claim 1 , wherein configuration settings for the low power mode of operation of the accelerometer are determined based on characteristics of the vehicle in which the telematics device is installed.
11. The vehicle telematics device of claim 1 , wherein the telematics device, on receiving the interrupt from the accelerometer, is further directed to:
analyze the accelerometer data stored in the FIFO buffer using a first stage analysis; and
send the data to a remote server for further analysis if the first stage analysis indicates a potential crash event.
12. A method for detecting impacts to a parked vehicle, comprising:
detecting, using a processor of a telematics device, a vehicle ignition off event;
reconfiguring at least one parameter of an accelerometer for a low power mode of operation while in the vehicle ignition off state;
placing the telematics device in a sleep mode of operation;
detecting, using the accelerometer and while in the vehicle ignition off state, an acceleration event indicative of the acceleration data exceeding a threshold value;
generating, using the accelerometer, an interrupt to wake the processor of the telematics device from the sleep mode of operation in response to detection of the acceleration event;
analyzing, using the processor, accelerometer data stored in a FIFO buffer of the accelerometer.
13. The method of claim 12 , wherein the at least one parameter of the accelerometer is at least one parameter selected from the group consisting of a sample rate and a word size of the accelerometer.
14. The method of claim 12 , wherein reconfiguring the at least one parameter of the accelerometer comprises selecting a reduced a sample rate for the accelerometer for the low power mode of operation.
15. The method of claim 12 , wherein reconfiguring the at least one parameter of the accelerometer comprises selecting a reduced word size for the accelerometer for the low power mode of operation.
16. The method of claim 12 , further comprising providing a notification to an external server when a crash event is detected based on the analysis of the accelerometer data.
17. The method of claim 12 , wherein reconfiguring the accelerometer for the low power mode of operation is based on a wake time needed for the processor to transition from the sleep mode of operation to the normal active mode of operation.
18. The method of claim 12 , further comprising:
determining a power level of the vehicle battery; and
reconfiguring the accelerometer for a second low power mode of operation with a second reduced sample rate that is lower than the sample rate of the lower power mode of operation when the power level of the vehicle battery is below a threshold.
19. The method of claim 12 , wherein configuration settings for the low power mode of operation of the accelerometer are dynamically determined using machine learning to monitor characteristics of the operating environment in which the accelerometer is installed.
20. The method of claim 12 , wherein configuration settings for the low power mode of operation of the accelerometer are pre-determined based on computing characteristics of the telematics device.