Reduced IMU power consumption in a wearable device
Systems and methods for detecting touch events with an accelerometer are disclosed. In one aspect, a method includes measuring first accelerometer data at a first rate, detecting a first touch event based on the first accelerometer data, in response to detecting the first touch event, measuring second accelerometer data at a second rate, determining whether a second touch event is detected based on the second accelerometer data, measuring third accelerometer data at the first rate in response to an absence of the second touch event being detecting in the second accelerometer data over a predetermined threshold period of time.
1. A method comprising:
operating an inertial measurement unit (IMU) in a first state of a plurality of states, the first state enabling the IMU to detect motion without determining direction of the motion; and
in response to detecting motion, transitioning the IMU to a second state of the plurality of states, the second state enabling the IMU to detect directional information relating to motion.
2. The method of claim 1 further comprising:
detecting a first tap event while the IMU operates in the second state; and
in response to detecting the first tap event, transitioning the IMU to a third state of the plurality of states, the third state storing a number of acceleration measurements.
3. The method of claim 2 wherein the first tap event is detected by invoking a trained classifier to detect the first tap event based on acceleration data captured by the IMU.
4. The method of claim 3 , wherein invoking the trained classifier comprises comparing filter responses to the acceleration data to filter responses of training acceleration data.
5. The method of claim 4 , wherein comparing filter responses to the acceleration data to filter responses of training acceleration data comprises comparing filter responses to the acceleration data to filter responses of training acceleration data indicating a touch event, and comparing the filter responses to the acceleration data to filter responses of training acceleration data that does not indicate a touch event.
6. The method of claim 4 wherein the predetermined action is displaying, on an electronic display, a battery status indication.
7. The method of claim 2 further comprising:
detecting a third tap event while the IMU operates in the third state; and
performing a predetermined action in response to detecting the third tap event.
8. The method of claim 2 wherein the IMU consumes less power when operating at the second state than at the third state.
9. The method of claim 1 further comprising:
changing a measurement rate of the IMU in response to an absence of touch events being detected over the threshold amount of time.
10. The method of claim 1 wherein the IMU consumes less power when operating in the first state than the second state.
11. The method of claim 1 wherein the IMU is part of a wearable electronic device.
12. The method of claim 1 wherein the IMU in the first state generates first accelerometer data at a first rate, the IMU in the second state generates second accelerometer data at a second rate, and the second rate is greater than the first rate.
13. An electronic device comprising:
memory; and one or more processors coupled to the memory, the one or more processors configured to:
operate an inertial measurement unit (IMU) in a first state of a plurality of states, the first state enabling the IMU to detect motion without determining direction of the motion; and
in response to detecting motion, transitioning the IMU to a second state of the plurality of states, the second state enabling the IMU to detect directional information relating to motion.
14. The electronic device of claim 13 wherein the one or more processors are further configured to:
detect a first tap event while the IMU operates in the second state; and
in response to detecting the first tap event, transitioning the IMU to a third state of the plurality of states, the third state storing a number of acceleration measurements.
15. The electronic device of claim 14 wherein the first tap event is detected by invoking a trained classifier to detect the first tap event based on acceleration data captured by the IMU.
16. The electronic device of claim 15 , wherein invoking the trained classifier comprises comparing filter responses to the acceleration data to filter responses of training acceleration data.
17. The electronic device of claim 16 , wherein comparing filter responses to the acceleration data to filter responses of training acceleration data comprises comparing filter responses to the acceleration data to filter responses of training acceleration data indicating a touch event, and comparing the filter responses to the acceleration data to filter responses of training acceleration data that does not indicate a touch event.
18. The electronic device of claim 17 wherein the one or more processors are further configured to:
transition the IMU back to the second state when a second tap event is not detected after a threshold amount of time while the IMU operates in the third state.
19. The electronic device of claim 14 wherein the one or more processors are further configured to:
detect a third tap event while the IMU operates in the third state; and
perform a predetermined action in response to detecting the third tap event.