Recent advances in indoor localization: A survey on theoretical approaches and applications

A Yassin, Y Nasser, M Awad, A Al-Dubai… - … Surveys & Tutorials, 2016 - ieeexplore.ieee.org
The availability of location information has become a key factor in today's communications
systems allowing location based services. In outdoor scenarios, the mobile terminal position …

Wi-Fi fingerprint-based indoor positioning: Recent advances and comparisons

S He, SHG Chan - IEEE Communications Surveys & Tutorials, 2015 - ieeexplore.ieee.org
The growing commercial interest in indoor location-based services (ILBS) has spurred
recent development of many indoor positioning techniques. Due to the absence of Global …

Transfer learning

SJ Pan - Learning, 2020 - api.taylorfrancis.com
Supervised machine learning techniques have already been widely studied and applied to
various real-world applications. However, most existing supervised algorithms work well …

WinIPS: WiFi-based non-intrusive indoor positioning system with online radio map construction and adaptation

H Zou, M Jin, H Jiang, L Xie… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
WiFi fingerprinting-based indoor positioning system (IPS) has become the most promising
solution for indoor localization. However, there are two major drawbacks that hamper its …

Accuracy of iPhone locations: A comparison of assisted GPS, WiFi and cellular positioning

PA Zandbergen - Transactions in GIS, 2009 - Wiley Online Library
The 3G iPhone was the first consumer device to provide a seamless integration of three
positioning technologies: Assisted GPS (A‐GPS), WiFi positioning and cellular network …

Automatic radio map adaptation for indoor localization using smartphones

C Wu, Z Yang, C Xiao - IEEE Transactions on Mobile …, 2017 - ieeexplore.ieee.org
The proliferation of mobile computing has prompted WiFi-based indoor localization to be
one of the most attractive and promising techniques for ubiquitous applications. A primary …

System and method for proximity detection

U Nath, G Sharma, W Fletcher, D MacGlashan… - US Patent …, 2013 - Google Patents
....(57) ABSTRACT (60) Prov1s1onal appl1cat1on No. 61/453,943,? led on Mar. 17, 2011,
The present invention is for a system and method for deter mining the proximity of a mobile …

A hybrid smartphone indoor positioning solution for mobile LBS

J Liu, R Chen, L Pei, R Guinness, H Kuusniemi - Sensors, 2012 - mdpi.com
Smartphone positioning is an enabling technology used to create new business in the
navigation and mobile location-based services (LBS) industries. This paper presents a …

Adversarial learning-enabled automatic WiFi indoor radio map construction and adaptation with mobile robot

H Zou, CL Chen, M Li, J Yang, Y Zhou… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
Location-based service (LBS) has become an indispensable part of our daily lives.
Realizing accurate LBS in indoor environments is still a challenging task. WiFi fingerprinting …

Indoor location system based on discriminant-adaptive neural network in IEEE 802.11 environments

SH Fang, TN Lin - IEEE Transactions on Neural networks, 2008 - ieeexplore.ieee.org
This brief paper presents a novel localization algorithm, named discriminant-adaptive neural
network (DANN), which takes the received signal strength (RSS) from the access points …