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 …
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 …
localization systems based on Radio Frequency (RF) signals has proven its efficacy for both …
A robust and accurate indoor localization using learning-based fusion of Wi-Fi RTT and RSSI
Great attention has been paid to indoor localization due to its wide range of associated
applications and services. Fingerprinting and time-based localization techniques are among …
applications and services. Fingerprinting and time-based localization techniques are among …
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 …
Multi-head attention neural network for smartphone invariant indoor localization
Smartphones together with RSSI fingerprinting serve as an efficient approach for delivering
a low-cost and high-accuracy indoor localization solution. However, a few critical challenges …
a low-cost and high-accuracy indoor localization solution. However, a few critical challenges …
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 …
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 …
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 …
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 …
An accurate point cloud-based human identification using micro-size lidar
The demand for safety-boosting systems is increasing, especially nowadays, to limit the
rapid spread of COVID-19. Real-time life-logging is an essential application towards tracking …
rapid spread of COVID-19. Real-time life-logging is an essential application towards tracking …