Method of determining fused sensor measurement and vehicle safety system using the fused sensor measurement
A method of determining a fused sensor measurement is disclosed including: obtaining sensor measurements from sensors detecting a same type of physiological measurement; determining a signal quality index (SQI) of each sensor including determining an extent to which a sensor measurement differs from others among the sensor measurements obtained from each sensor; determining a weightage of each sensor based on the SQI of each sensor; and determining a fused sensor measurement from the plurality of sensors based on the weightage of each sensor and filtered sensor measurements of each sensor obtained from a Kalman filter operation. A vehicle safety system includes: a vehicle electronic control unit configured to: determine the sensor measurement extent, to determine the SQI of each sensor, determine the weightage of each sensor, determine the fused sensor measurement, determine the occupant's physiological condition, and if the physiological condition is abnormal, perform at least one vehicle operation.
1. A method of determining a fused sensor measurement, the method comprising:
a. obtaining, by a processor, a number of sensor measurements from each of a plurality of sensors detecting a same type of physiological measurement;
b. determining, by the processor, a signal quality index of each sensor, wherein the signal quality index comprises determining an extent to which a sensor measurement differs from others among the number of sensor measurements obtained from each sensor;
c. determining, by the processor, a weightage of each sensor based on the signal quality index of each sensor and a difference between a filtered sensor measurement and an actual sensor measurement of such sensor;
d. determining, by the processor, a fused sensor measurement from the plurality of sensors based on the weightage of each sensor and filtered sensor measurements of each sensor obtained from a Kalman filter operation.
2. The method of claim 1 , wherein the plurality of sensors detects the physiological measurement from an occupant in a vehicle.
3. The method of claim 1 , wherein the plurality of sensors detects a heart rate or a respiratory rate of an occupant in a vehicle.
4. The method of claim 1 , wherein the number of sensor measurements obtained from each sensor is sufficient to determine the signal quality index of the sensor.
5. The method of claim 1 , wherein the signal quality index comprises a variance operation of the number of sensor measurements obtained from each sensor.
6. The method of claim 1 , wherein the plurality of sensors is arranged in a vehicle seat, a seatbelt, a wearable device, or combinations thereof.
7. The method of claim 1 , wherein the processor is part of a vehicle electronic control unit.
8. The method of claim 1 , further comprising:
determining a physiological condition of the occupant based on the fused sensor measurement, and
if the physiological condition is determined to be abnormal, performing at least one vehicle operation in response to the abnormal physiological condition.
9. The method of claim 1 , wherein the filtered sensor measurement used in determining the weightage of each senor and the filtered sensor measurement used in determining the fused sensor measurement are the same.
10. A vehicle safety system comprising:
a plurality of sensors detecting a same type of physiological sensor measurement from an occupant in the vehicle;
a vehicle electronic control unit comprising at least one processor, the at least one processor configured to:
obtain the sensor measurements from the plurality of sensors,
determine an extent to which a sensor measurement differs from others among the number of sensor measurements obtained from each sensor, to determine a signal quality index of each sensor,
determine a weightage of each sensor based on the signal quality index of each sensor and a difference between a filtered sensor measurement and an actual sensor measurement of such sensor,
determine a fused sensor measurement from the plurality of sensors based on the weightage of each sensor and filtered sensor measurements of each sensor obtained from a Kalman filter operation,
determine a physiological condition of the occupant based on the fused sensor measurement, and
if the physiological condition is abnormal, perform at least one vehicle operation in response to the abnormal physiological condition.
11. The system of claim 10 , wherein the plurality of sensors detects a heart rate or a respiratory rate of the occupant.
12. The system of claim 10 , wherein the abnormal physiological condition is heart arrhythmia.
13. The system of claim 10 , wherein the number of sensor measurements obtained from each sensor is sufficient to determine the signal quality index of the sensor.
14. The system of claim 10 , wherein the signal quality index comprises a variance operation of the number of sensor measurements obtained from each sensor.
15. The system of claim 10 , wherein the plurality of sensors is arranged in a vehicle seat, a seatbelt, or a combination thereof.
16. The system of claim 10 , wherein the vehicle electronic control unit is configured to obtain the same type of physiological sensor measurement from a wearable device worn by the occupant.
17. The system of claim 10 , wherein the vehicle electronic control unit is a vehicle seat control unit.
18. The vehicle safety system of claim 10 , wherein the filtered sensor measurement used in determining the weightage of each senor and the filtered sensor measurement used in determining the fused sensor measurement are the same.