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 …
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 …
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 …
A look at the recent wireless positioning techniques with a focus on algorithms for moving receivers
Employment of ground-based positioning systems has been consistently growing over the
past decades due to the growing number of applications that require location information …
past decades due to the growing number of applications that require location information …
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 …
Dynamic wireless indoor localization incorporating with an autonomous mobile robot based on an adaptive signal model fingerprinting approach
RC Luo, TJ Hsiao - IEEE Transactions on Industrial Electronics, 2018 - ieeexplore.ieee.org
Indoor localization based on received signal strength (RSS) will result in a decreased
precision after the environment changes. In this paper, we develop an adaptive wireless …
precision after the environment changes. In this paper, we develop an adaptive wireless …
Received signal strength based indoor positioning using a random vector functional link network
Fingerprinting based indoor positioning system is gaining more research interest under the
umbrella of location-based services. However, existing works have certain limitations in …
umbrella of location-based services. However, existing works have certain limitations in …
SmartLoc: Smart wireless indoor localization empowered by machine learning
Recently, machine learning (ML) has been widely adopted for fingerprint-based indoor
localization because of its potency in delineating relationships between received signal …
localization because of its potency in delineating relationships between received signal …