CellinDeep: Robust and accurate cellular-based indoor localization via deep learning
The demand for a ubiquitous and accurate indoor localization service is continuously
growing. Current solutions for indoor localization usually depend on using the embedded …
growing. Current solutions for indoor localization usually depend on using the embedded …
Monodcell: A ubiquitous and low-overhead deep learning-based indoor localization with limited cellular information
The demand for a ubiquitous and accurate indoor localization service is continuously
growing. Despite the pervasive nature of cellular-based solutions, their localization quality …
growing. Despite the pervasive nature of cellular-based solutions, their localization quality …
WiDeep: WiFi-based accurate and robust indoor localization system using deep learning
Robust and accurate indoor localization has been the goal of several research efforts over
the past decade. Due to the ubiquitous availability of WiFi indoors, many indoor localization …
the past decade. Due to the ubiquitous availability of WiFi indoors, many indoor localization …
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 …
Cnnloc: Deep-learning based indoor localization with wifi fingerprinting
With the ubiquitous deployment of wireless systems and pervasive availability of smart
devices, indoor localization is empowering numerous location-based services. With the …
devices, indoor localization is empowering numerous location-based services. With the …
QuickLoc: adaptive deep-learning for fast indoor localization with mobile devices
S Tiku, P Kale, S Pasricha - ACM Transactions on Cyber-Physical …, 2021 - dl.acm.org
Indoor localization services are a crucial aspect for the realization of smart cyber-physical
systems within cities of the future. Such services are poised to reinvent the process of …
systems within cities of the future. Such services are poised to reinvent the process of …
Omnicells: Cross-device cellular-based indoor location tracking using deep neural networks
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 …
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 …
A novel convolutional neural network based indoor localization framework with WiFi fingerprinting
With the ubiquitous deployment of wireless systems and pervasive availability of smart
devices, indoor localization is empowering numerous location-based services. With the …
devices, indoor localization is empowering numerous location-based services. With the …
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 …