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

fYear

2014

fDate

19-20 May 2014

Firstpage

64

Lastpage

67

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;

fLanguage

English

Publisher

ieee

Conference_Titel

ELEKTRO, 2014

Conference_Location

Rajecke Teplice

Print_ISBN

978-1-4799-3720-2

Type

conf

DOI

10.1109/ELEKTRO.2014.6847872

Filename

6847872