Measuring alertness
A method and apparatus for measuring drowsiness particularly in vehicle operators measures the amplitude to velocity ratio for eyelids closing and opening during blinking as well as measuring duration of opening and closing. The average values for the amplitude to velocity ratios for opening and closing are weighted and added to give a drowsiness measure that is compared to a scale of drowsiness based on data collected from alert and drowsy subjects. Other eye movements can be used in the weighted algorithm. The scale of drowsiness predicts the onset of drowsiness levels that render an operator unfit to continue.
1. A computerized method of measuring drowsiness of a subject which includes the steps of:
a) continuously monitoring eyelid movement of at least one eye of a subject;
b) measuring amplitude of eyelid movement;
c) measuring the maximum velocity for eyelid opening and closing, individually;
d) using an algorithm to obtain separate values for the amplitude to velocity ratio for eyelid opening and closing, respectively;
e) separately averaging the values for the amplitude to velocity ratios for opening and closing, respectively, over predetermined intervals;
f) recording the separate averaged values for each interval, weighting the separate values differently and adding them to give a drowsiness measure that is compared to a scale of drowsiness based on data collected from alert and drowsy subjects.
2. A method as claimed in claim 1 in which the drowsiness measure also includes the mean of the intervals between consecutive eye and eyelid movements of any kind.
3. A method as claimed in claim 1 in which the drowsiness measure also includes the percentage of saccades with a high amplitude to velocity ratio.
4. A method as claimed in claim 1 in which the average duration of eyelid blinks and eyelid closures within a predetermined interval are included in the measure of drowsiness.
5. A computerized method of measuring drowsiness of a subject which includes the steps of:
a) continuously monitoring eyelid movement of at least one eye of a subject;
b) measuring amplitude of eyelid movement;
c) measuring the maximum velocity for eyelid opening and closing, individually;
d) using an algorithm to obtain separate values for the amplitude to velocity ratio for eyelid opening and closing, respectively;
e) separately averaging the values for the amplitude to velocity ratios for opening and closing, respectively, over predetermined intervals;
f) recording the separate averaged values for each interval, weighting the separate values differently and adding them to give a drowsiness measure that is compared to a scale of drowsiness based on data collected from alert and drowsy subjects.
6. A non-transitory medium storing instructions adapted to be executed by a processor to calculate a measure of alertness, the instructions comprising:
a) continuously monitoring eyelid movement of at least one eye of a subject;
b) measuring amplitude of eyelid movement;
c) measuring the maximum velocity for eyelid opening and closing, individually;
d) using an algorithm to obtain separate values for the amplitude to velocity ratio for eyelid opening and closing, respectively;
e) separately averaging the values for the amplitude to velocity ratios for opening and closing, respectively, over predetermined intervals;
f) recording the separate averaged values for each interval, weighting the separate values differently and adding them to give a drowsiness measure that is compared to a scale of drowsiness based on data collected from alert and drowsy subjects.