Fall-Detection Algorithm Using 3-Axis Acceleration: Combination with Simple Threshold and Hidden Markov Model

Figure 7

ROC curve of fall detection obtained from the simple threshold using the double fall-feature parameters of and . The best fall detection is of sensitivity 97.92%, specificity 94.38%, and accuracy 96.4% when = 2 g and = 65°.