Human Falling Detection Algorithm Based on Multisensor Data Fusion with SVM

Table 2

Performance of this algorithm in fall.

Action		Characteristic parameters
		SV	SVD	BVA	Number of successes
Fall forward	The fall begins	54		60	60
	Down phase				60
	Impact phase		60	60	60
	Immobility phase			58	60
Fall back	The fall begins	59		60	60
	Down phase				60
	Impact phase		60	60	60
	Immobility phase		58		60
Sideways	The fall begins	50		60	60
	Down phase				60
	Impact phase		60	60	60
	Immobility phase			60	60