Performance analysis of an RFID-based 3D indoor positioning system combining scene analysis and neural network methods
2013 (English)In: Scientific Papers of Faculty of Electrical and Control Engineering Gdansk University of Technology, ISSN 1425-5766, no 34, 29-33 p.Article, review/survey (Refereed) Published
The main purpose of this research is to improve localization accuracy of an active Radio Frequency Identification, RFID tag, in 3D indoor space. The paper presents a new RFID based 3D Indoor Positioning System which shows performance improvement. The proposed positioning system combines two methods: the Scene Analysis technique and Artificial Neural Network. The results of both simulation using Log-Distance Path Loss Model and physical experiments validate that the proposed positioning system improves the localization accuracy of an RFID tag compared with well-known Scene Analysis technique solutions
Place, publisher, year, edition, pages
Faculty of Electrical and Control Engineering Gdansk University of Technology , 2013. no 34, 29-33 p.
indoor positioning system, neural network, radio frequency identification, scene analysis
Telecommunications Signal Processing
IdentifiersURN: urn:nbn:se:bth-6613Local ID: oai:bth.se:forskinfo7D45085B55291527C1257D5D0046F0BCOAI: oai:DiVA.org:bth-6613DiVA: diva2:834131