Localization using radial basis function networks and signal strength fingerprints in WLAN

C Laoudias, P Kemppi… - GLOBECOM 2009-2009 …, 2009 - ieeexplore.ieee.org
Fingerprinting localization techniques provide reliable location estimates and enable the
development of location aware applications especially for indoor environments, where …

Indoor localization using neural networks with location fingerprints

C Laoudias, DG Eliades, P Kemppi… - … Networks–ICANN 2009 …, 2009 - Springer
Reliable localization techniques applicable to indoor environments are essential for the
development of advanced location aware applications. We rely on WLAN infrastructure and …

Dealing with Insufficient Location Fingerprints in Wi‐Fi Based Indoor Location Fingerprinting

K Dong, Z Ling, X Xia, H Ye, W Wu… - … and Mobile Computing, 2017 - Wiley Online Library
The development of the Internet of Things has accelerated research in the indoor location
fingerprinting technique, which provides value‐added localization services for existing …

Principal component localization in indoor WLAN environments

SH Fang, T Lin - IEEE Transactions on Mobile Computing, 2011 - ieeexplore.ieee.org
This paper presents a novel approach to building a WLAN-based location fingerprinting
system. Our algorithm intelligently transforms received signal strength (RSS) into principal …

Received signal strength indicator and its analysis in a typical WLAN system (short paper)

Y Chapre, P Mohapatra, S Jha… - 38th Annual IEEE …, 2013 - ieeexplore.ieee.org
Received signal strength based fingerprinting approaches have been widely exploited for
localization. The received signal strength (RSS) plays a very crucial role in determining the …

WiFi fingerprinting signal strength error modeling for short distances

V Moghtadaiee, AG Dempster - 2012 International conference …, 2012 - ieeexplore.ieee.org
With increasing user demands on Location-based Services (LBS) and Social Networking
Services (SNS), indoor positioning has become more crucial. Because of the general failure …

Performance comparison of indoor positioning techniques based on location fingerprinting in wireless networks

TN Lin, PC Lin - 2005 international conference on wireless …, 2005 - ieeexplore.ieee.org
Appropriate and correct indoor positioning in wireless networks could provide interesting
services and applications in many domains. There are time of arrival (TOA), time difference …

Fingerprinting localization based on affinity propagation clustering and artificial neural networks

G Ding, Z Tan, J Zhang, L Zhang - 2013 IEEE Wireless …, 2013 - ieeexplore.ieee.org
Fingerprinting localization techniques have been intensively studied in indoor WLAN
environment. Artificial neural networks (ANN) based fingerprinting technique could …

A RSS-based fingerprinting method for positioning based on historical data

S Khodayari, M Maleki, E Hamedi - Proceedings of the 2010 …, 2010 - ieeexplore.ieee.org
Estimating the position of people in an indoor WLAN environment poses a fundamental
challenge in ubiquitous computing. By using Wi-Fi, it is possible to determine the position of …

Hybrid algorithm for indoor positioning using wireless LAN

J Kwon, B Dundar, P Varaiya - IEEE 60th Vehicular …, 2004 - ieeexplore.ieee.org
Locating an indoor mobile station based on a wireless communication infrastructure, has
practical applications. The most widely employed methods today use an RF propagation …