A survey on fusion-based indoor positioning
Demands for indoor positioning based services (IPS) in commercial and military fields have
spurred many positioning systems and techniques. Complex electromagnetic environments …
spurred many positioning systems and techniques. Complex electromagnetic environments …
Indoor intelligent fingerprint-based localization: Principles, approaches and challenges
With the rapid development of Internet of Things (IoT) technology, location-based services
have been widely applied in the construction of smart cities. Satellite-based location …
have been widely applied in the construction of smart cities. Satellite-based location …
A survey of machine learning for indoor positioning
Widespread proliferation of wireless coverage has enabled culmination of number of
advanced location-based services (LBS). Continuous tracking of accurate physical location …
advanced location-based services (LBS). Continuous tracking of accurate physical location …
Robust WiFi localization by fusing derivative fingerprints of RSS and multiple classifiers
It is notable that localization accuracy using received signal strength (RSS) fingerprints
solely is very vulnerable to dynamic environments. Utilizing multiple fingerprints gleaned …
solely is very vulnerable to dynamic environments. Utilizing multiple fingerprints gleaned …
Indoor localization using visible light via fusion of multiple classifiers
We propose a localization technique by fusing multiple classifiers based on received signal
strengths (RSSs) of visible light in which different intensity-modulated sinusoidal signals …
strengths (RSSs) of visible light in which different intensity-modulated sinusoidal signals …
Indoor localization by fusing a group of fingerprints based on random forests
Indoor localization is becoming critical to empower Internet of Things for various
applications, such as asset tracking, autonomous parking, virtual reality, context awareness …
applications, such as asset tracking, autonomous parking, virtual reality, context awareness …
Accurate WiFi localization by fusing a group of fingerprints via a global fusion profile
The existing indoor localization approaches based on single fingerprints, such as received
signal strength (RSS) and channel impulse response, are rather susceptible to the changing …
signal strength (RSS) and channel impulse response, are rather susceptible to the changing …
Crowdsourcing and multisource fusion-based fingerprint sensing in smartphone localization
Traditional WiFi fingerprint positioning normally uses a time consuming and labor intensive
process called site survey. This paper proposes a crowdsourcing and multisource fusion …
process called site survey. This paper proposes a crowdsourcing and multisource fusion …
A hybrid fingerprint quality evaluation model for WiFi localization
The main drawback for large-scale applications of WiFi-based localization is the varying
characteristics of received signal strength (RSS), which degenerates the localization …
characteristics of received signal strength (RSS), which degenerates the localization …
Fingerprint-based localization using commercial LTE signals: A field-trial study
Wireless localization for mobile device has attracted more and more interests by increasing
the demand for location based services. Fingerprint-based localization is promising …
the demand for location based services. Fingerprint-based localization is promising …