6G: Connecting everything by 1000 times price reduction
The commercial deployment of 5G communication networks makes the industry and
academia to seriously consider the possible solutions for the next generation. Although the …
academia to seriously consider the possible solutions for the next generation. Although the …
Machine learning-based indoor localization and occupancy estimation using 5G ultra-dense networks
G Wainer, M Aloqaily - Simulation Modelling Practice and Theory, 2022 - Elsevier
Nowadays, mobile applications need the location of the running devices to operate properly.
This has increased the interest in indoor localization. Furthermore, the ability to sense …
This has increased the interest in indoor localization. Furthermore, the ability to sense …
Urban navigation with LTE using a large antenna array and machine learning
Channel fingerprinting entails associating a point in space with measured properties of a
received wireless signal. If the propagation environment for that point in space remains …
received wireless signal. If the propagation environment for that point in space remains …
Designing a 6G testbed for location: Use cases, challenges, enablers and Requirements
Location will have a central role in Research and Development (R&D) towards 6G networks,
both as a service offered by the network (improving the current offering of 5G) and as an …
both as a service offered by the network (improving the current offering of 5G) and as an …
[HTML][HTML] Multi-floor indoor localization based on multi-modal sensors
High-precision indoor localization is growing extremely quickly, especially for multi-floor
scenarios. The data on existing indoor positioning schemes, mainly, come from wireless …
scenarios. The data on existing indoor positioning schemes, mainly, come from wireless …
Lte-based pervasive sensing across indoor and outdoor
Besides the communication function, wireless signals are recently exploited for sensing
purposes, enabling diverse applications. However, designing a wireless sensing system that …
purposes, enabling diverse applications. However, designing a wireless sensing system that …
Neural network-based ranging with LTE channel impulse response for localization in indoor environments
A neural network (NN)-based approach for indoor localization via cellular long-term
evolution (LTE) signals is proposed. The approach estimates, from the channel impulse …
evolution (LTE) signals is proposed. The approach estimates, from the channel impulse …
Lte-based low-cost and low-power soil moisture sensing
Soil moisture sensing is a basic function required by applications like precision irrigation.
Recently, RF based soil moisture sensing solutions 10, 43 have been proposed, which …
Recently, RF based soil moisture sensing solutions 10, 43 have been proposed, which …
Two-stage clustering for improve indoor positioning accuracy
H Lin, H Purmehdi, X Fei, Y Zhao, A Isac… - Automation in …, 2023 - Elsevier
High accurate positioning, as a key factor for the most resource management algorithms,
has attracted a lot of attention due to its crucial role in some new applications such as smart …
has attracted a lot of attention due to its crucial role in some new applications such as smart …
[HTML][HTML] Localization in cellular and heterogeneous networks for 5G and beyond: A review
A Ivanov, D Koshnicharova… - Journal of Mobile …, 2023 - journals.riverpublishers.com
Localization in modern and future wireless networks has been established as an important
field of research work due to the requirements of location-based applications and services …
field of research work due to the requirements of location-based applications and services …