An approach using support vector regression for mobile location in cellular networks

RDA Timoteo, LN Silva, DC Cunha, GDC Cavalcanti - Computer Networks, 2016 - Elsevier
Wireless positioning systems have become very popular in recent years. One of the reasons
is the fact that the use of a new paradigm named Internet of Things has been increasing in …

An RSS-based regression model for user equipment location in cellular networks using machine learning

LL Oliveira, LA Oliveira, GWA Silva, RDA Timoteo… - Wireless …, 2019 - Springer
Dissemination of wireless networks and mobile devices, such as smartphones, has
motivated the appearance of several types of location-based services. Consequently, the …

Fingerprinting based localization in heterogeneous wireless networks

M Stella, M Russo, D Begušić - Expert systems with Applications, 2014 - Elsevier
Due to advances in mobile technology, context-aware applications are continuously growing
in importance; therefore, the ability of developing accurate and reliable localization system …

A scalable fingerprint-based angle-of-arrival machine learning approach for cellular mobile radio localization

RDA Timoteo, DC Cunha - Computer Communications, 2020 - Elsevier
It is well-known that the performance of radio frequency fingerprinting is strongly dependent
on the variation of the received strength signal indicator (RSSI), that can be caused by …

Location estimation in ZigBee network based on fingerprinting

Q Yao, FY Wang, H Gao, K Wang… - 2007 IEEE International …, 2007 - ieeexplore.ieee.org
Location-aware computing becomes an exciting research as recent advancements in RF
circuits and wireless communication stacks. In this paper, we present a fingerprinting based …

[PDF][PDF] Localization in WiMAX Networks Depending on The Available RSS-based Measurements‖

M Bshara, L Van Biesen - … Journal on Advances in Systems and …, 2009 - academia.edu
Recently, localization in wireless networks has gained a lot of interest; especially after some
of the most interesting positioning application areas have emerged in wireless …

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 …

Localization in real GSM network with fingerprinting utilization

J Benikovsky, P Brida, J Machaj - … 2010, Barcelona, Spain, May 10-12 …, 2010 - Springer
This paper attempts to present current state in the area of user localization in cellular
networks and shows custom solution for positioning using pocket computer and fingerprint …

RF fingerprints prediction for cellular network positioning: A subspace identification approach

X Tian, X Wu, H Li, X Wang - IEEE Transactions on Mobile …, 2019 - ieeexplore.ieee.org
Cellular network positioning is a mandatory requirement for localizing emergency callers,
such as E911 in North America. Although smartphones are normally equipped with GPS …

Design, implementation & testing of positioning techniques in mobile networks

BDS Lakmali, W Wijesinghe… - … on Information and …, 2007 - ieeexplore.ieee.org
This paper illustrates two techniques for improved estimation of the location of Mobile
Stations (MS) in cellular Networks. The first approach is the statistical method in which signal …