This package contains the datasets and supplementary materials used in the paper:

	Torres-Sospedra, J.; Moreira, A.; Mendoza-Silva, G. M.; Nicolau, M. J.; 
	Matey-Sanz, M.; Silva, I.; Huerta, J.; and Pendo, C. 
	Exploiting Different Combinations of Complementary Sensor's data for
	Fingerprint-based Indoor Positioning in Industrial Environments 
	Proceedings of the Tenth International Conference on 
	Indoor Positioning and Indoor Navigation, 2019.

Contents:

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	SCRIPTS FOR SIMULATED DATASET

	STEP01_create_mergedradiomaps_simulated.m:
		This script created the radio maps and operational fingerprints merging 
		any of the 5 available interfaces with the simulated dataset

	STEP02_run_all_models_simulated.m:
		This script runs the knn model over all the created combinations merging 
		any of the 5 available interfaces with the simulated dataset
			
	STEP03_ensembling_simulated.m:
		This script applied the ensemble model over different combinations using 
		the available radiomaps created in the previous steps with the simulated 
		dataset. It also displays the simulation results and generates all the 
		figures shown in the paper with the simulated dataset.

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	SCRIPTS FOR SIMULATED DATASET
	Please copy the databases (20 csv files) from  https://zenodo.org/record/3342526
        into "Databases" folder before executing the scripts. 

	STEP01_create_mergedradiomaps_real.m:
		This script created the radio maps and operational fingerprints merging 
		any of the 5 available interfaces with the real dataset

	STEP02_run_all_models_real.m:
		This script runs the knn model over all the created combinations merging 
		any of the 5 available interfaces with the real dataset
			
	STEP03_ensembling_real.m:
		This script applied the ensemble model over different combinations using 
		the available radiomaps created in the previous steps with the simulated 
		dataset. It also displays the simulation results and generates all the 
		figures shown in the paper with the real dataset.

	--------------------------------------------------------------------------------
		
	Databases:
		This folder contains the data for the 100 instances of the simulated
		dat set. Please include in this folder the real dataset available in 
		"Moreira A. et al: Wi-Fi Fingerprinting Dataset with Multiple 
		Simultaneous Interfaces, Zenodo 2019 https://zenodo.org/record/3342526 |
		http://dx.doi.org/10.5281/zenodo.3342526)"


	--------------------------------------------------------------------------------

Please, cite the following works when using thedatasets included in this package:

	Torres-Sospedra, J.; Moreira, A.; Mendoza-Silva, G. M.; Nicolau, M. J.;
	Matey-Sanz, M.; Silva, I.; Huerta, J.; and Pendo, C. 
	Exploiting Different Combinations of Complementary Sensor's data for 
	Fingerprint-based Indoor Positioning in Industrial Environments: 
	Supplementary Materials, Zenodo 2019
	http://dx.doi.org/10.5281/zenodo.3333466
	
	Torres-Sospedra, J.; Moreira, A.; Mendoza-Silva, G. M.; Nicolau, M. J.;
	Matey-Sanz, M.; Silva, I.; Huerta, J.; and Pendo, C. 
	Exploiting Different Combinations of Complementary Sensor's data for 
	Fingerprint-based Indoor Positioning in Industrial Environments 
	Proceedings of the Tenth International Conference on 
	Indoor Positioning and Indoor Navigation, 2019.
	
	Check the citation policy at: http://dx.doi.org/10.5281/zenodo.3333466

For any further question please contact:
	Joaqun Torres-Sospedra (jtorres@uji.es)
	Adriano Moreira (adriano@dsi.uminho.pt)
	
Acknowledgments:
	This work has been supported by: 
		COMPETE (POCI-01-0145-FEDER-007043); 
		FCT-Fundao para a Cincia e Tecnologia (UID/CEC/00319/2019); 
		Portugal Incentive System for Research and Technological Development
		in the scope of the projects in co-promotion n 002814/2015 
		(iFACTORY 2015-2018); 
		REPNIN+ (TEC2017-90808-REDT);
		Universitat Jaume I (PREDOC/2016/55)
