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A robust indoor positioning system based on the procrustes analysis and weighted extreme learning machine
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 …
the increasing demands on location-based services (LBSs) in indoor environments. Various …
Mobility prediction using a weighted Markov model based on mobile user classification
The vast amounts of mobile communication data collected by mobile operators can provide
important insights regarding epidemic transmission or traffic patterns. By analyzing historical …
important insights regarding epidemic transmission or traffic patterns. By analyzing historical …
[KIRJA][B] Digital signal processing with Kernel methods
A realistic and comprehensive review of joint approaches to machine learning and signal
processing algorithms, with application to communications, multimedia, and biomedical …
processing algorithms, with application to communications, multimedia, and biomedical …
Location-Enabled IoT (LE-IoT): A survey of positioning techniques, error sources, and mitigation
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 …
market applications. Localization techniques are becoming key to add location context to IoT …
Multi-head attention neural network for smartphone invariant indoor localization
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 …
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
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 …
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
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 …
(RSS) variance problem caused by environmental changes that are inherent in both the …
Device self-calibration in location systems using signal strength histograms
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 …
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
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 …
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 …
wireless wearable sensor system that can realize posture recognition and indoor …