A robust indoor positioning system based on the procrustes analysis and weighted extreme learning machine

H Zou, B Huang, X Lu, H Jiang… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Indoor positioning system (IPS) has become one of the most attractive research fields due to
the increasing demands on location-based services (LBSs) in indoor environments. Various …

Mobility prediction using a weighted Markov model based on mobile user classification

M Yan, S Li, CA Chan, Y Shen, Y Yu - Sensors, 2021 - mdpi.com
The vast amounts of mobile communication data collected by mobile operators can provide
important insights regarding epidemic transmission or traffic patterns. By analyzing historical …

[KIRJA][B] Digital signal processing with Kernel methods

JL Rojo-Álvarez, M Martínez-Ramón, J Munoz-Mari… - 2018 - books.google.com
A realistic and comprehensive review of joint approaches to machine learning and signal
processing algorithms, with application to communications, multimedia, and biomedical …

Location-Enabled IoT (LE-IoT): A survey of positioning techniques, error sources, and mitigation

Y Li, Y Zhuang, X Hu, Z Gao, J Hu, L Chen, Z He… - arxiv preprint arxiv …, 2020 - arxiv.org
The Internet of Things (IoT) has started to empower the future of many industrial and mass-
market applications. Localization techniques are becoming key to add location context to IoT …

Multi-head attention neural network for smartphone invariant indoor localization

S Tiku, D Gufran, S Pasricha - 2022 IEEE 12th international …, 2022 - ieeexplore.ieee.org
Smartphones together with RSSI fingerprinting serve as an efficient approach for delivering
a low-cost and high-accuracy indoor localization solution. However, a few critical challenges …

Smartphone-based Wi-Fi pedestrian-tracking system tolerating the RSS variance problem

Y Kim, H Shin, H Cha - 2012 IEEE International Conference on …, 2012 - ieeexplore.ieee.org
The Wi-Fi fingerprinting (WF) technique normally suffers from the RSS (Received Signal
Strength) variance problem caused by environmental changes that are inherent in both the …

Smartphone-based Wi-Fi tracking system exploiting the RSS peak to overcome the RSS variance problem

Y Kim, H Shin, Y Chon, H Cha - Pervasive and Mobile Computing, 2013 - Elsevier
The Wi-Fi fingerprinting (WF) technique normally suffers from the Received Signal Strength
(RSS) variance problem caused by environmental changes that are inherent in both the …

Device self-calibration in location systems using signal strength histograms

C Laoudias, R Piché, CG Panayiotou - Journal of Location Based …, 2013 - Taylor & Francis
Received signal strength (RSS) fingerprinting is an attractive solution for indoor positioning
using Wireless Local Area Network (WLAN) due to the wide availability of WLAN access …

Adaptive indoor positioning model based on WLAN-fingerprinting for dynamic and multi-floor environments

IH Alshami, NA Ahmad, S Sahibuddin, F Firdaus - Sensors, 2017 - mdpi.com
The Global Positioning System demonstrates the significance of Location Based Services
but it cannot be used indoors due to the lack of line of sight between satellites and receivers …

An integrated wireless wearable sensor system for posture recognition and indoor localization

J Huang, X Yu, Y Wang, X **ao - Sensors, 2016 - mdpi.com
In order to provide better monitoring for the elderly or patients, we developed an integrated
wireless wearable sensor system that can realize posture recognition and indoor …