Localization as a key enabler of 6G wireless systems: A comprehensive survey and an outlook

SE Trevlakis, AAA Boulogeorgos… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
When fully implemented, sixth generation (6G) wireless systems will constitute intelligent
wireless networks that enable not only ubiquitous communication but also high-accuracy …

A comprehensive survey of machine learning based localization with wireless signals

D Burghal, AT Ravi, V Rao, AA Alghafis… - arXiv preprint arXiv …, 2020 - arxiv.org
The last few decades have witnessed a growing interest in location-based services. Using
localization systems based on Radio Frequency (RF) signals has proven its efficacy for both …

A structured and scalable mechanism for test access to embedded reusable cores

EJ Marinissen, R Arendsen, G Bos… - … 1998 (IEEE Cat. No …, 1998 - ieeexplore.ieee.org
The main objective of core-based IC design is improvement of design efficiency and time-to-
market. In order to prevent test development from becoming the bottleneck in the entire …

Improving search-based test suite generation with dynamic symbolic execution

JP Galeotti, G Fraser, A Arcuri - 2013 ieee 24th international …, 2013 - ieeexplore.ieee.org
Search-based testing can automatically generate unit test suites for object oriented code, but
may struggle to generate specific values necessary to cover difficult parts of the code …

DeepFeat: Robust large-scale multi-features outdoor localization in LTE networks using deep learning

A Mohamed, M Tharwat, M Magdy, T Abubakr… - IEEE …, 2022 - ieeexplore.ieee.org
In today's Telecom market, Telecom operators find a big value in introducing valuable
services to users based on their location, both for emergency and ordinary situations. This …

Towards real-time road traffic analytics using telco big data

C Costa, G Chatzimilioudis… - Proceedings of the …, 2017 - dl.acm.org
A telecommunication company (telco) is traditionally only perceived as the entity that
provides telecommunication services, such as telephony and data communication access to …

Transfer learning-based outdoor position recovery with cellular data

Y Zhang, AY Ding, J Ott, M Yuan, J Zeng… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Telecommunication (Telco) outdoor position recovery aims to localize outdoor mobile
devices by leveraging measurement report (MR) data. Unfortunately, Telco position recovery …

Efficient exploration of telco big data with compression and decaying

C Costa, G Chatzimilioudis… - 2017 IEEE 33rd …, 2017 - ieeexplore.ieee.org
In the realm of smart cities, telecommunication companies (telcos) are expected to play a
protagonistic role as these can capture a variety of natural phenomena on an ongoing basis …

Novel LSTM-Based Approaches for Enhancing Outdoor Localization Accuracy in 4G Networks

T Abubakr, OA Nasr - IEEE Access, 2023 - ieeexplore.ieee.org
Fingerprint localization using neural networks is emerging as the state-of-the-art technique
for outdoor localization using mobile network features. In this paper, we introduce two …

Crescendo: An infrastructure-free ubiquitous cellular network-based localization system

R Elbakly, M Youssef - 2019 IEEE Wireless Communications …, 2019 - ieeexplore.ieee.org
A ubiquitous outdoor localization system that is easy to deploy and works equally well for all
mobile devices is highly-desirable. The GPS, despite its high accuracy, cannot be reliably …