Effectiveness of data augmentation in cellular-based localization using deep learning
Recently, deep learning-based positioning systems have gained attention due to their
higher performance relative to traditional methods. However, obtaining the expected …
higher performance relative to traditional methods. However, obtaining the expected …
Deep CNN for indoor localization in IoT-sensor systems
Currently, indoor localization is among the most challenging issues related to the Internet of
Things (IoT). Most of the state-of-the-art indoor localization solutions require a high …
Things (IoT). Most of the state-of-the-art indoor localization solutions require a high …
Device-independent cellular-based indoor location tracking using deep learning
The demand for a ubiquitous and accurate indoor localization service is continuously
growing. Cellular-based systems are a good candidate to provide such ubiquitous service …
growing. Cellular-based systems are a good candidate to provide such ubiquitous service …
DeepLoc: A ubiquitous accurate and low-overhead outdoor cellular localization system
Recent years have witnessed fast growth in outdoor location-based services. While GPS is
considered a ubiquitous localization system, it is not supported by low-end phones, requires …
considered a ubiquitous localization system, it is not supported by low-end phones, requires …
Laser range scanners for enabling zero-overhead wifi-based indoor localization system
Robust and accurate indoor localization has been the goal of several research efforts over
the past decade. Toward achieving this goal, WiFi fingerprinting-based indoor localization …
the past decade. Toward achieving this goal, WiFi fingerprinting-based indoor localization …
Gain without pain: Enabling fingerprinting-based indoor localization using tracking scanners
Robust and accurate indoor localization has been the goal of several research efforts over
the past decade. Towards achieving this goal, WiFi fingerprinting-based indoor localization …
the past decade. Towards achieving this goal, WiFi fingerprinting-based indoor localization …
TrueStory: Accurate and robust RF-based floor estimation for challenging indoor environments
WiFi-based indoor localization systems are popular due to the WiFi ubiquity and availability
in commodity smartphone devices for network communication. The majority of these systems …
in commodity smartphone devices for network communication. The majority of these systems …
The StoryTeller: Scalable building-and ap-independent deep learning-based floor prediction
R Elbakly, M Youssef - Proceedings of the ACM on Interactive, Mobile …, 2020 - dl.acm.org
Due to the recent proliferation of location-based services indoors, the need for an accurate
floor estimation technique that is easy to deploy in any typical multi-story building is higher …
floor estimation technique that is easy to deploy in any typical multi-story building is higher …
A quantum algorithm for rf-based fingerprinting localization systems
Fingerprinting is one of the mainstream technologies for localization. However, it needs
significant storage overhead and running time, preventing it from scaling to support world …
significant storage overhead and running time, preventing it from scaling to support world …
SmartLOC: Indoor localization with smartphone anchors for on-demand delivery
On-demand delivery is a rapidly developing business worldwide, where meals and
groceries are delivered door to door from merchants to customers by the couriers. Couriers' …
groceries are delivered door to door from merchants to customers by the couriers. Couriers' …