Title :
Optimized access points deployment for WLAN indoor positioning system
Author :
Meng, Weixiao ; He, Ying ; Deng, Zhian ; Li, Cheng
Author_Institution :
Commun. Res. Center, Harbin Inst. of Technol., Harbin, China
Abstract :
Indoor positioning in wireless local area network (WLAN) has been attracting increasing attentions for its cost effectiveness and reasonable positioning accuracy. Existing positioning methods all pay attention to establish more accurate relationship between received signal strength (RSS) and physical locations. However, the deployment of access points (APs) is ignored. This paper proposes an optimized APs deployment method for improving WLAN positioning accuracy. The objective of APs deployment is to maximize the RSS Euclidean distance between physical locations. We investigate and demonstrate the importance of RSS Euclidean distance to WLAN positioning. Simulation studies and experimental results show that the proposed APs deployment method can improve positioning accuracy significantly.
Keywords :
indoor communication; wireless LAN; RSS Euclidean distance; WLAN indoor positioning system; access points deployment; physical locations; received signal strength; wireless local area network; Accuracy; Artificial neural networks; Euclidean distance; Real time systems; Vectors; Wireless LAN; Wireless communication; APs deployment; indoor positioning; location-based service; wireless local area network;
Conference_Titel :
Wireless Communications and Networking Conference (WCNC), 2012 IEEE
Conference_Location :
Shanghai
Print_ISBN :
978-1-4673-0436-8
DOI :
10.1109/WCNC.2012.6214209