. 2019 Feb 13;19(4):766. doi: 10.3390/s19040766

Table 4.

Well-being detection and anomaly forecasting on the basis of Wellness parameters.

	ADL	SID	Ϣ₁	Ϣ₂	Forecasting for an Upcoming Week					Actual-Duration (Sec)	Status
	ADL	SID	Ϣ₁	Ϣ₂	Max-Time (Sec)	Min-Time (Sec)	α	δ	Γ	Actual-Duration (Sec)	Status
#1	Force-Bed, Movement-Bedroom	Sleeping	0.83	0.842	27,483	24003	0.200	0.120	0.421	25,470	RL
	Force-Dinning Armchair, Movement -Dining Area	Taking Food		0.932	4743	3216	0.140	0.058	0.490	3324	RL
	Force-Toilet Seat, Movement-Toilet Door	Toilet/Latrine		0.482	1975	1347	0.030	0.0580	0.700	2564	AL
	Force-Sofa, Movement-Living Room	Calming		0.883	1487	1256	0.030	0.300	0.500	1409	RL
	Contact/Force Sensor-Shower Door Movement-Bathroom	Shower/Personal Hygiene		0.965	1765	1437	0.200	0.320	0.700	1432	RL
	E & E Sensor-TV	TV		0.863	3689	2864	0.059	0.200	0.300	3257	RL
#2	Force-Bed, Movement-Bedroom	Sleeping	0.795	0.810	27,492	21,394	0.030	0.120	0.600	26,408	RL
	Force-Dinning Armchair, Movement -Dining Area	Taking Food		0.507	4923	3028	0.200	0.050	0.400	6322	AL
	Force -Toilet Seat, Movement-Toilet Door	Toilet/Latrine		0.423	1829	1449	0.048	0.370	0.540	2302	AL
	Force-Sofa Movement-Living Room	Calming		0.785	1420	1124	0.020	0.400	0.350	1294	RL
	Contact/Force Sensor-Shower Door Movement-Bathroom	Shower/Personal Hygiene		0.842	1530	1204	0.100	0.540	0.530	1420	RL
	E & E Sensor-TV	TV		0.40	4502	3954	0.100	0.070	0.400	1020	AL
#3	Force-Bed, Movement-Bedroom	Sleeping	0.846	0.500	31,289	25,491	0.030	0.560	0.605	36,506	AL
	Force-Dinning Armchair, Movement -Dining Area	Taking Food		0.490	4839	3429	0.300	0.460	0.170	1002	AL
	Force -Toilet Seat, Movement-Toilet Door	Toilet/Latrine		0.820	1509	1145	0.350	0.330	0.700	1329	RL
	Force-Sofa Movement-Living Room	Calming		0.889	1530	1239	0.120	0.300	0.500	1430	RL
	Contact/Force Sensor-Shower Door Movement-Bathroom	Shower/Personal Hygiene		0.943	1620	1307	0.100	0.459	0.300	1540	RL
	E & E Sensor-TV	TV		0.920	3309	2845	0.400	0.340	0.600	2984	RL
#4	Force-Bed, Movement-Bedroom	Sleeping	0.864	0.863	29,042	25,302	0.150	0.300	0.400	27,404	RL
	Force-Dinning Armchair, Movement -Dining Area	Taking Food		0.922	3942	2948	0.300	0.530	0.350	3720	RL
	Force -Toilet Seat, Movement-Toilet Door	Toilet/Latrine		0.824	2450	1750	0.250	0.300	0.740	1730	RL
	Force-Sofa Movement-Living Room	Calming		0.842	1730	1284	0.300	0.350	0.600	1630	RL
	Contact/Force Sensor-Shower Door Movement-Bathroom	Shower/Personal Hygiene		0.945	1430	1039	0.200	0.300	0.400	1240	RL
	E & E Sensor-TV	TV		0.864	3102	2503	0.400	0.300	0.600	2830	RL