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

Table 25

System predictions for area 2 when using average fingerprint based on the number of WAPs.

	pred (tag)	conf (1)	conf (2)	conf (3)
16 WAPs
39	3	0.2	0.3	0.5
38-39 (average)	2	0.1	0.8	0.1
38-39-40 (average)	2	0.1	0.8	0.1
37-38-39-40-41 (average)	2	0.1	0.9	0.0
10 WAPs
39	2	0.2	0.7	0.1
38-39 (average)	2	0.0	0.9	0.1
38-39-40 (average)	2	0.0	1.0	0.0
37-38-39-40-41 (average)	2	0.3	0.7	0.0
5 WAPs
39	1	0.4	0.3	0.3
38-39 (average)	2	0.0	1.0	0.0
38-39-40 (average)	2	0.0	1.0	0.0
37-38-39-40-41 (average)	2	0.0	1.0	0.0