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

Figure 8

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 95.83%, specificity 93.75%, and accuracy 94.94% when = 1 g and = 60°.