An enhanced WiFi indoor localization system based on machine learning

AH Salamah, M Tamazin, MA Sharkas… - … conference on indoor …, 2016 - ieeexplore.ieee.org
The Global Navigation Satellite Systems (GNSS) suffer from accuracy deterioration and
outages in dense urban canyons and are almost unavailable for indoor environments …

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 …

Indoor localization using FM radio signals: A fingerprinting approach

V Moghtadaiee, AG Dempster… - … conference on indoor …, 2011 - ieeexplore.ieee.org
Indoor positioning has become highly important because of the failure of GPS in such areas.
Many Wireless Local Area Networks (WLAN) indoor localization studies use the …

A trainingless WiFi fingerprint positioning approach over mobile devices

I Bisio, M Cerruti, F Lavagetto… - IEEE Antennas and …, 2014 - ieeexplore.ieee.org
Indoor localization of targets by using electromagnetic waves has attracted a lot of attention
in the last few years. Thanks to the wide availability of electromagnetic sources deployed for …

Indoor location fingerprinting using FM radio signals

V Moghtadaiee, AG Dempster - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Indoor positioning has become highly important because of the difficulties global positioning
system experiences operating in such areas. Many wireless local area network indoor …

Study on an indoor positioning system for harsh environments based on Wi-Fi and bluetooth low energy

G De Blasio, A Quesada-Arencibia, CR García… - Sensors, 2017 - mdpi.com
This paper presents a study of positioning system that provides advanced information
services based on Wi-Fi and Bluetooth Low Energy (BLE) technologies. It uses Wi-Fi for …

Using smartphones to collect time–activity data for long-term personal-level air pollution exposure assessment

ML Glasgow, CB Rudra, EH Yoo, M Demirbas… - Journal of exposure …, 2016 - nature.com
Because of the spatiotemporal variability of people and air pollutants within cities, it is
important to account for a person's movements over time when estimating personal air …

Indoor localization improvement via adaptive RSS fingerprinting database

C Koweerawong, K Wipusitwarakun… - The International …, 2013 - ieeexplore.ieee.org
In location fingerprinting based indoor positioning system, received signal strength (RSS)
indications from a set of Wi-Fi access points are used as a unique fingerprint to identify a …

Is FM a RF-based positioning solution in a metropolitan-scale environment? A probabilistic approach with radio measurements analysis

SH Fang, JC Chen, HR Huang… - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
Recent mobile devices have already contained a low-cost FM receiving function due to the
continuing improvements in the device manufacturing. This paper shows that positioning …

[图书][B] Location systems: An introduction to the technology behind location awareness

A LaMarca, E De Lara - 2008 - books.google.com
Advances in electronic location technology and the coming of age of mobile computing have
opened the door for location-aware applications to permeate all aspects of everyday life …