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

Figure 5

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 98.75%, specificity 94.38%, and accuracy 96.25% when = 2.5 g and = 65°.