Uncovering the potential of indoor localization: Role of deep and transfer learning

O Kerdjidj, Y Himeur, SS Sohail, A Amira, F Fadli… - IEEE …, 2024 - ieeexplore.ieee.org
Indoor localization (IL) is a significant topic of study with several practical applications,
particularly in the context of the Internet of Things (IoT) and smart cities. The area of IL has …

FedHIL: Heterogeneity resilient federated learning for robust indoor localization with mobile devices

D Gufran, S Pasricha - ACM Transactions on Embedded Computing …, 2023 - dl.acm.org
Indoor localization plays a vital role in applications such as emergency response,
warehouse management, and augmented reality experiences. By deploying machine …

A Survey on Scalable Wireless Indoor Localization: Techniques, Approaches and Directions

AT Abraha, B Wang - Wireless Personal Communications, 2024 - Springer
The demand for scalable indoor localization systems is increasing more than ever due to the
emerging phenomena of the Internet of Things, industry 5.0, where humans and robots work …

SENTINEL: Securing Indoor Localization against Adversarial Attacks with Capsule Neural Networks

D Gufran, P Anandathirtha… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
With the increasing demand for edge device-powered location-based services in indoor
environments, Wi-Fi received signal strength (RSS) fingerprinting has become popular …

Smartphone region-wise image indoor localization using deep learning for indoor tourist attraction

GT Hirokawa Higa, R Stuqui Monzani… - PloS one, 2024 - journals.plos.org
Smart indoor tourist attractions, such as smart museums and aquariums, require a significant
investment in indoor localization devices. The use of Global Positioning Systems on …

SALLoc: An Accurate Target Localization In Wifi-Enabled Indoor Environments Via Sae-Alstm

SL Ayinla, A Abd Aziz, M Drieberg - IEEE Access, 2024 - ieeexplore.ieee.org
Developing a reliable and accurate indoor localization system is a crucial step for creating a
seamless and interactive user-device experience in nearly all intelligent internet of things …

Enhancing Wi-Fi RSS-based indoor positioning under dynamic AP availability: Leveraging virtual feature maps and contrastive learning

G Shen, Y Sun, F Lu - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
Fingerprinting is a practical technology for improving Wi-Fi-based positioning in complex
indoor environments. However, the laborious and costly nature of site surveys hinders the …

Indoor localization by projecting magnetic field signals onto images with vision transformer

H Rafique, D Patti, M Palesi, GC La Delfa - Computers and Electrical …, 2025 - Elsevier
Indoor localization, powered by the Internet of Things (IoT)-based sensor fusion, represents
an evolving application that uses mobile sensors and embedded hardware within buildings …

CALLOC: Curriculum adversarial learning for secure and robust indoor localization

D Gufran, S Pasricha - 2024 Design, Automation & Test in …, 2024 - ieeexplore.ieee.org
Indoor localization has become increasingly vital for many applications from tracking assets
to delivering personalized services. Yet, achieving pinpoint accuracy remains a challenge …

Fusing Visuals with Magnetic Signals to Improve Indoor Localization Using Vision Transformer

H Rafique, D Patti, M Palesi… - 2024 14th International …, 2024 - ieeexplore.ieee.org
Sensor fusion-based indoor localization is an evolving application that uses fused
information to determine the location of smartphone users. However, the heterogeneity of …