Table 5.

Comparison of our proposed algorithm with four fall detection approaches.

Algorithm	Fall Detection Rate (%)	False Alarm Rate (%)
Shape of the human [17]	90.50	6.70
Approximate ellipse [19]	85.70	20.10
Human Skeleton + ellipse [21]	90.90	6.25
Multivariate Exponentially Weighted Moving Average (MEWMA) + Support Vector Machine (SVM) [23]	93.55	3.34
Our proposed ALG3	98.70	1.05