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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 …
[HTML][HTML] Applying deep neural network (DNN) for robust indoor localization in multi-building environment
Featured Application This work can be applied to track mobile users, manage indoor
navigations, provide alarms in secured areas, such as unacceptable hospital areas, military …
navigations, provide alarms in secured areas, such as unacceptable hospital areas, military …
An indoor and outdoor positioning using a hybrid of support vector machine and deep neural network algorithms
Indoor and outdoor positioning lets to offer universal location services in industry and
academia. Wi‐Fi and Global Positioning System (GPS) are the promising technologies for …
academia. Wi‐Fi and Global Positioning System (GPS) are the promising technologies for …
A boundary aware WiFi localization scheme based on UMAP and KNN
Z Xu, B Huang, B Jia, W Li, H Lu - IEEE Communications …, 2022 - ieeexplore.ieee.org
In this letter, a novel localization scheme is reported to improve WiFi fingerprint-based
localization via dimensionality reduction and an adaptive fingerprint matching algorithm …
localization via dimensionality reduction and an adaptive fingerprint matching algorithm …
[HTML][HTML] RSS-fingerprint dimensionality reduction for multiple service set identifier-based indoor positioning systems
Indoor positioning systems (IPS) have been recently adopted by many researchers for their
broad applications in various Internet of Things (IoT) fields such as logistics, health …
broad applications in various Internet of Things (IoT) fields such as logistics, health …
Human behavior monitoring using a passive indoor positioning system: a case study in a SME
The widespread use of mobile devices such as laptops, smartphones or tablets enables new
opportunities and services in the field of pervasive computing and sensing. In particular …
opportunities and services in the field of pervasive computing and sensing. In particular …
Improving dbscan for indoor positioning using wi-fi radio maps in wearable and iot devices
IoT devices and wearables may rely on Wi-Fi finger-printing to estimate the position indoors.
The limited resources of these devices make it necessary to provide adequate methods to …
The limited resources of these devices make it necessary to provide adequate methods to …
Applications of RSSI preprocessing in multi-domain wireless networks: A survey
Today's age of communication has been looking for technologies and techniques to support
high data rate applications with required quality of services. Advanced communication …
high data rate applications with required quality of services. Advanced communication …
Practical passive localization system based on wireless signals for fast deployment of occupancy services
Occupancy is relevant information about key aspects, such as energy consumption or
comfort management. Energy-saving and environmental quality strategies can be carried …
comfort management. Energy-saving and environmental quality strategies can be carried …
Localization in Wireless Communications Using Deep Learning with Feature Reduction Techniques
S Ahmad, A Zaib, I Ullah… - … Conference on Frontiers of …, 2024 - ieeexplore.ieee.org
In wireless communication, localization plays a key role in different applications such as
asset tracking, navigation and emergency response. This paper explores a deep learning …
asset tracking, navigation and emergency response. This paper explores a deep learning …