Copyright (c) 2017, J. Torres-Sospedra, Universitat Jaume I (UJI)
This work is licensed under the MIT license / X11 license.


This package contains the following files

AA_example_of_usage.m  Example of executing the knn_ips function
datarepExponential.m   Modify data representation, see paper on ESWA
datarepNewNull.m       Replaces a value from a matrix
datarepNewNullDB.m     Replaces a RSSI value from a FP database
datarepPositive.m      Modify data representation, see paper on ESWA
datarepPowed.m         Modify data representation, see paper on ESWA
distance_camberra.m    Custom distance metric, see paper on ESWA
distance_cityblock.m   Custom distance metric, see paper on ESWA
distance_cosine.m      Custom distance metric, see paper on ESWA
distance_divergence.m  Custom distance metric, see paper on ESWA
distance_euclidean.m   Custom distance metric, see paper on ESWA
distance_matusita.m    Custom distance metric, see paper on ESWA
distance_minkowsky3.m  Custom distance metric, see paper on ESWA
distance_minkowsky4.m  Custom distance metric, see paper on ESWA
distance_minkowsky5.m  Custom distance metric, see paper on ESWA
distance_neyman.m      Custom distance metric, see paper on ESWA
distance_sorensen.m    Custom distance metric, see paper on ESWA
knn_ips.m              Indoor Positioning System based on knn, see paper on ESWA
loadDatabase.m         Load the database in the approppriated data structure for knn_ips
remapFloor.m           Replaces a set of values with another set of values in a matrix
remapFloorDB.m         Replaces a the floor values 

How to call this function:
AA_example_of_usage

Request for citation:

[1] E.S. Lohan, J. Torres-Sospedra, P. Richter, H. Leppkoski, J. Huerta, A. Cramariuc, Crowdsourced WiFi-fingerprinting database and benchmark software for indoor positioning, Zenodo repository, DOI 10.5281/zenodo.889798

[2] Torres-Sospedra, J.; Montoliu, R.; Trilles, S.; Belmonte, O. & Huerta, J. 
Comprehensive Analysis of Distance and Similarity Measures for Wi-Fi Fingerprinting Indoor Positioning Systems
Expert Systems with Applications Vol. 42(23), pp. 9263-9278, 2015. 
http://dx.doi.org/10.1016/j.eswa.2015.08.013
