Improving Accuracy and Simplifying Training in Fingerprinting-Based Indoor Location Algorithms at Room Level

Table 26

System predictions for area 3 when using average fingerprint based on the number of WAPs.

	pred (tag)	conf (1)	conf (2)	conf (3)
16 WAPs
52	2	0.30	0.40	0.30
51-52 (average)	2	0.10	0.50	0.40
51-52-53 (average)	3	0.10	0.40	0.50
50-51-52-53-54 (average)	2	0.20	0.50	0.30
10 WAPs
52	1	0.90	0.10	0.00
51-52 (average)	1	0.90	0.10	0.00
51-52-53 (average)	1	0.90	0.10	0.00
50-51-52-53-54 (average)	1	0.90	0.10	0.00
5 WAPs
52	1	0.50	0.20	0.30
51-52 (average)	3	0.00	0.10	0.90
51-52-53 (average)	3	0.00	0.20	0.80
50-51-52-53-54 (average)	3	0.30	0.20	0.50