… measurements as new versions of the database, and not as new folders for the current
database because the AP of new measurements may not match those from the current database. …

… dataset is separated into training and testing dataset. For the purposes of this work, the
training dataset … The testing dataset served as the source of individual samples for the second …

… Benchmark open-source Wi-Fi fingerprinting datasets for … learning field, where huge datasets
are available for example at … openly available Wi-Fi fingerprint dataset, comprised of 4648 …

… In this work, we use the Crawdad dataset [10], which contains data records in the form (xi,tj,Pij),
for i = {1, 2,...,N} and j = {1, 2,...,T}. Here xi ∈ R2 represents a location, tj represents the …

… Furthermore, with the aim of keeping most of the variance in the dataset, we chose 90%
of variance explained. As a result, we obtained the number of principal components which …

… in all mentioned datasets, we can now apply it on the specific, small dataset. In the third
loop… CRAWDAD dataset mannheim/compass (v. 2008-04-11),” Downloaded from https://crawdad…

… Effelsberg, “CRAWDAD data set mannheim/compass (v. 2008-04-11),” Downloaded from
http://crawdad.org/mannheim/compass/, Apr. 2008. [17] K. …

… Selected Datasets This work is built on top of two public WiFi fingerprinting datasets: the
Library dataset [42] and the Mannheim dataset [43]. Partial versions of both datasets will be …

… Datasets In our analysis, we considered 15 public datasets, which are recognized as
valuable testbeds by the indoor positioning community.All of them come from complex real-world …