Machine learning based indoor localization using Wi-Fi RSSI fingerprints: An overview
In the era of the Internet of Things (IoT) and Industry 4.0, the indoor usage of smart devices is
expected to increase, thereby making their location information more important. Based on …
expected to increase, thereby making their location information more important. Based on …
A survey of enabling technologies for network localization, tracking, and navigation
Location information for events, assets, and individuals, mostly focusing on two dimensions
so far, has triggered a multitude of applications across different verticals, such as consumer …
so far, has triggered a multitude of applications across different verticals, such as consumer …
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 …
systems allowing location based services. In outdoor scenarios, the mobile terminal position …
CSI-based fingerprinting for indoor localization: A deep learning approach
With the fast-growing demand of location-based services in indoor environments, indoor
positioning based on fingerprinting has attracted significant interest due to its high accuracy …
positioning based on fingerprinting has attracted significant interest due to its high accuracy …
A survey of machine learning techniques for indoor localization and navigation systems
P Roy, C Chowdhury - Journal of Intelligent & Robotic Systems, 2021 - Springer
In the recent past, we have witnessed the adoption of different machine learning techniques
for indoor positioning applications using WiFi, Bluetooth and other technologies. The …
for indoor positioning applications using WiFi, Bluetooth and other technologies. The …
Evolution of indoor positioning technologies: A survey
RF Brena, JP García-Vázquez… - Journal of …, 2017 - Wiley Online Library
Indoor positioning systems (IPS) use sensors and communication technologies to locate
objects in indoor environments. IPS are attracting scientific and enterprise interest because …
objects in indoor environments. IPS are attracting scientific and enterprise interest because …
Spotfi: Decimeter level localization using wifi
This paper presents the design and implementation of SpotFi, an accurate indoor
localization system that can be deployed on commodity WiFi infrastructure. SpotFi only uses …
localization system that can be deployed on commodity WiFi infrastructure. SpotFi only uses …
{Decimeter-Level} localization with a single {WiFi} access point
Decimeter-Level Localization with a Single WiFi Access Point Page 1 This paper is included
in the Proceedings of the 13th USENIX Symposium on Networked Systems Design and …
in the Proceedings of the 13th USENIX Symposium on Networked Systems Design and …
Wi-Fi fingerprint-based indoor positioning: Recent advances and comparisons
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 …
recent development of many indoor positioning techniques. Due to the absence of Global …
A survey of selected indoor positioning methods for smartphones
P Davidson, R Piché - IEEE Communications surveys & …, 2016 - ieeexplore.ieee.org
This paper provides an overview of the most significant existing methods for indoor
positioning on a contemporary smartphone. The approaches include Wi-Fi and Bluetooth …
positioning on a contemporary smartphone. The approaches include Wi-Fi and Bluetooth …