Title :
Using GSM signals for fingerprint-based indoor positioning system
Author :
Machaj, J. ; Brida, P. ; Benikovsky, Jozef
Author_Institution :
Dept. of Telecommun. & Multimedia, Univ. of Zilina, Zilina, Slovakia
Abstract :
In the paper indoor localization system based on GSM using fingerprinting framework will be described and studied. Firstly fingerprinting framework will be described. Deterministic localization algorithms based on Nearest Neighbor approach will be described in detail. Described algorithms will be implemented in the simulation model. Simulations performed in Matlab environment will be aimed to investigate performance of positioning using GSM in different scenarios. Impact of radio map density and parameters of localization algorithms will be investigated to find optimal solution.
Keywords :
cellular radio; indoor communication; GSM signals; Matlab environment; deterministic localization algorithms; fingerprint-based indoor positioning system; fingerprinting framework; indoor localization system; nearest neighbor approach; radio map density; Artificial neural networks; Estimation; Fingerprint recognition; GSM; Monitoring; Navigation; GSM; fingerprinting; indoor positioning; localization;
Conference_Titel :
ELEKTRO, 2014
Conference_Location :
Rajecke Teplice
Print_ISBN :
978-1-4799-3720-2
DOI :
10.1109/ELEKTRO.2014.6847872
