Title :
Overview of received signal strength based fingerprinting localization in indoor wireless LAN environments
Author :
Genming Ding ; Jinbao Zhang ; Lingwen Zhang ; Zhenhui Tan
Author_Institution :
Inst. of Broadband Wireless Mobile Commun., Beijing Jiaotong Univ., Beijing, China
Abstract :
In recent years, indoor localization technique is anticipated to play an increasingly important role in our society. In general, the indoor localization techniques include trilateral, triangulation and fingerprinting localization. As an important alternative, fingerprinting localization techniques are extensively studied and applied in the existing localization systems. This paper presents an overview of the fingerprinting localization system based on the received signal strength (RSS) in indoor wireless LAN (WLAN) environments. In particular, we describe the structure of localization system and then analyze the challenges that most existing research works try to deal with. Corresponding solutions and several pattern matching algorithms are also presented. Furthermore, we demonstrate a comparative study of existing fingerprinting localization systems and address the possible directions of future research in indoor localization techniques.
Keywords :
indoor radio; wireless LAN; RSS; fingerprinting localization techniques; indoor localization technique; indoor wireless LAN environments; pattern matching algorithm; received signal strength; triangulation localization; trilateral localization; Accuracy; Complexity theory; Databases; Estimation; Fingerprint recognition; Pattern matching; Wireless LAN; RSS; WLAN; fingerprinting localization; indoor environments;
Conference_Titel :
Microwave, Antenna, Propagation and EMC Technologies for Wireless Communications (MAPE), 2013 IEEE 5th International Symposium on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4673-6077-7
DOI :
10.1109/MAPE.2013.6689973