A quantum algorithm for rf-based fingerprinting localization systems

A Shokry, M Youssef - 2022 IEEE 47th Conference on Local …, 2022 - ieeexplore.ieee.org
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 …

Qloc: A realistic quantum fingerprint-based algorithm for large scale localization

A Shokry, M Youssef - 2022 IEEE International Conference on …, 2022 - ieeexplore.ieee.org
Fingerprinting is one of the most commonly used techniques for indoor localization due to
their high accuracy in the presence of the wireless channel noise. Nonetheless, they require …

Device-independent quantum fingerprinting for large scale localization

A Shokry, M Youssef - 2022 20th Mediterranean …, 2022 - ieeexplore.ieee.org
Although RF fingerprinting is one of the most commonly used techniques for localization,
deploying it in a ubiquitous manner requires addressing the challenge of supporting a large …

QRadar: A Deployable Quantum Euclidean Similarity Large-scale Localization System

A Shokry, M Youssef - 2023 IEEE 48th Conference on Local …, 2023 - ieeexplore.ieee.org
Quantum computing is a fast-developing field that has the ability to tackle complex problems
that conventional computers struggle with. Recently, quantum fingerprinting localization has …

Quantum fingerprinting for heterogeneous devices localization

A Shokry, M Youssef - Computer Communications, 2023 - Elsevier
In this paper, we present QHFP, a device-independent quantum fingerprint matching
algorithm that addresses two of the issues for realizing worldwide ubiquitous large-scale …

Handling Device Heterogeneity for Deep Learning-based Localization

A Shokry, M Youssef - arXiv preprint arXiv:2407.16923, 2024 - arxiv.org
Deep learning-based fingerprinting is one of the current promising technologies for outdoor
localization in cellular networks. However, deploying such localization systems for …

Improving Depth Estimation using Location Information

A Zaitoon, HED Abd El Munim… - 2021 16th International …, 2021 - ieeexplore.ieee.org
The ability to accurately estimate depth information is crucial for many autonomous
applications to recognize the surrounded environment and predict the depth of important …