Medical device for fall detection

This medical device uses an accelerometer to measure a person's movement. It processes these measurements to create two distinct signals: one representing body posture and another for body acceleration. A fall is detected when these two signals meet specific criteria, which can involve different sampling rates or filter frequencies for each signal. The device can also learn from its mistakes; if an external signal indicates a false fall detection, it automatically adjusts its internal settings to improve future accuracy.