Title :
Accuracy Assessment of D-Model for Modeling Wall Attenuation in Indoor Environment
Author :
Latif, Shiraz ; Memon, Aftab ; Chawdhry, Bhawani ; Zielinski, Ryszard ; Khan, Ghazanfarullah
Author_Institution :
Usman Inst. of Technol., Karachi Mehran Univ. of Eng. & Technol., Jamshoro, Pakistan
Abstract :
Indoor radio signal propagation is always an interesting field to explore, especially after the introduction of Location based services, the charm of indoor localization gets more attraction of researchers and hence the work for better radio signal strength maps got accelerated that causes the development of different indoor propagation models. Most indoor localization techniques are based on fingerprinting, that requires time consuming and tedious work of site-survey for database generation. This site survey can be avoided by using an efficient indoor propagation model. Different indoor propagation models have their own performance considerations, some are more accurate but also require more computational requirements whereas the simpler ones are less accurate. In this paper we assess the accuracy of D-model that is a newly introduced indoor propagation model and then we compared its accuracy with earlier empirical models. We developed FAMWiFi for RSS collection, MATLAB for analysis and ArcGIS for signal strength map generation.
Keywords :
indoor radio; radionavigation; wireless LAN; ArcGIS; D-model accuracy assessment; FAMWiFi; Matlab; RSS collection; empirical models; indoor environment; indoor localization techniques; indoor propagation models; indoor radio signal propagation; radio signal strength map generation; wall attenuation modeling; Accuracy; Attenuation; Computational modeling; Indoor environments; Mathematical model; Radio transmitters; Receivers; Accuracy assesment; D-model; Wall attenuation; indoor radio wave propagation;
Conference_Titel :
Computational Intelligence, Communication Systems and Networks (CICSyN), 2014 Sixth International Conference on
Print_ISBN :
978-1-4799-5075-1
DOI :
10.1109/CICSyN.2014.28