Title :
WLAN Location Determination Using Probability Distributions with Search Area Reduction via Trilateration
Author :
Sánchez, David ; Quintana, Miguel A. ; Navarro, Juan Luis
Author_Institution :
Dept. of Ing. Telematica, Univ. of Las Palmas de Gran Canaria Spain, Las Palmas, Spain
Abstract :
Location methods of users in WLAN are being studied because of they can provide information to other applications to taking better decisions and improving their performance. Location methods should be designed to obtain high accuracy and low computational cost. However, it is not an easy task to achieve due to high accuracy requires many calculations. In this paper, we present a location system for IEEE 802.11 infrastructure networks based on probability distributions that uses trilateration technique to determine a starting point of search. Once the starting point is inferred the search area will be limited the closest locations to this point.
Keywords :
direction-of-arrival estimation; mobile communication; probability; wireless LAN; WLAN location determination; probability distributions; received signal strength; search area reduction; trilateration; Computer vision; Distributed computing; Fingerprint recognition; Mobile computing; Portable computers; Probability distribution; Reflection; Support vector machine classification; Support vector machines; Wireless LAN; WLAN location; probability distributions; received signal strength; trilateration;
Conference_Titel :
Wireless and Mobile Communications, 2009. ICWMC '09. Fifth International Conference on
Conference_Location :
Cannes, La Bocca
Print_ISBN :
978-1-4244-4679-7
Electronic_ISBN :
978-0-7695-3750-4
DOI :
10.1109/ICWMC.2009.61