Review of indoor positioning: Radio wave technology

T Kim Geok, K Zar Aung, M Sandar Aung, M Thu Soe… - Applied Sciences, 2020 - mdpi.com
The indoor positioning system (IPS) is becoming increasing important in accurately
determining the locations of objects by the utilization of micro-electro-mechanical-systems …

Survey on indoor localization system and recent advances of WIFI fingerprinting technique

C Basri, A El Khadimi - 2016 5th international conference on …, 2016 - ieeexplore.ieee.org
Indoor localization has been an active research field for decades. Location determination is
normally accomplished using the Global Positioning System (GPS) for outdoor environment …

Target tracking using machine learning and Kalman filter in wireless sensor networks

S Mahfouz, F Mourad-Chehade, P Honeine… - IEEE Sensors …, 2014 - ieeexplore.ieee.org
This paper describes an original method for target tracking in wireless sensor networks. The
proposed method combines machine learning with a Kalman filter to estimate instantaneous …

Robust indoor positioning with lifelong learning

Z Xiao, H Wen, A Markham… - IEEE Journal on Selected …, 2015 - ieeexplore.ieee.org
Inertial tracking and navigation systems have been playing an increasingly important role in
indoor tracking and navigation. They have the competitive advantage of leveraging not …

Non-parametric and semi-parametric RSSI/distance modeling for target tracking in wireless sensor networks

S Mahfouz, F Mourad-Chehade, P Honeine… - IEEE Sensors …, 2015 - ieeexplore.ieee.org
This paper introduces two main contributions to the wireless sensor network (WSN) society.
The first one consists of modeling the relationship between the distances separating sensors …

Enhancing WiFi-fingerprinting accuracy using RSS calibration in dual-band environments

T Choi, Y Chon, Y Kim, D Kim, H Cha - Pervasive and Mobile Computing, 2016 - Elsevier
Wi-Fi radio signals are commonly used to localize mobile users indoors. The use of a dual-
band channel (2.4 GHz and 5 GHz) in mobile devices, however, significantly affects the …

[PDF][PDF] Evaluation and testing of techniques for indoor positioning

H Engström, F Helander - … of Electrical and Information Technology, Faculty …, 2015 - Citeseer
Today it is possible to position wireless devices such as smartphones in an outdoor
environment, using GPS, global positioning system. Unfortunately this technology does not …

The indoor localization algorithm for combination of signal strength and anti-disturbance

W Liu, J Zhang, G Huang, G Wang, Z Zhang - China Satellite Navigation …, 2018 - Springer
Signal strength of indoor location is easily influenced by environment, multipath refraction
and human disturbance. Considering the characters that long distance propagation of …

Last-Seen Time is Critical: Revisiting Rssi-Based Wifi Indoor Localization

S Wan, C Gu, Y Shu, Z Shi - Available at SSRN 4883243 - papers.ssrn.com
Abstract Received Signal Strength Indicator~(RSSI)-based WiFi indoor localization has
been widely applied in various applications. However, through an empirical study, we have …

[PDF][PDF] Evaluation and testing of technologies for indoor positioning

F Helander, H Engström - 2015 - lup.lub.lu.se
Today it is possible to position wireless devices such as smartphones in an outdoor
environment, using GPS, global positioning system. Unfortunately this technology does not …