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Localization as a key enabler of 6G wireless systems: A comprehensive survey and an outlook
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 …
Intelligent massive MIMO systems for beyond 5G networks: An overview and future trends
Machine learning (ML) which is a subset of artificial intelligence is expected to unlock the
potential of challenging large-scale problems in conventional massive multiple-input …
potential of challenging large-scale problems in conventional massive multiple-input …
The integrated sensing and communication revolution for 6G: Vision, techniques, and applications
Future wireless networks will integrate sensing, learning, and communication to provide new
services beyond communication and to become more resilient. Sensors at the network …
services beyond communication and to become more resilient. Sensors at the network …
Exploit high-dimensional RIS information to localization: What is the impact of faulty element?
This paper proposes a novel localization algorithm using the reconfigurable intelligent
surface (RIS) received signal, ie, RIS information. Compared with BS received signal, ie, BS …
surface (RIS) received signal, ie, RIS information. Compared with BS received signal, ie, BS …
Cooperative deep-learning positioning in mmWave 5G-advanced networks
In application verticals that rely on mission-critical control, such as cooperative intelligent
transport systems (C-ITS), 5G-Advanced networks must be able to provide dynamic …
transport systems (C-ITS), 5G-Advanced networks must be able to provide dynamic …
A tutorial on 5G positioning
The widespread adoption of the fifth generation (5G) of cellular networks has brought new
opportunities for the development of localization-based services. High-accuracy positioning …
opportunities for the development of localization-based services. High-accuracy positioning …
CSI-fingerprinting indoor localization via attention-augmented residual convolutional neural network
Deep learning has been widely adopted for channel state information (CSI)-fingerprinting
indoor localization systems. These systems usually consist of two main parts,.., a positioning …
indoor localization systems. These systems usually consist of two main parts,.., a positioning …
Advanced deep learning models for 6G: overview, opportunities and challenges
The advent of the sixth generation of mobile communications (6G) ushers in an era of
heightened demand for advanced network intelligence to tackle the challenges of an …
heightened demand for advanced network intelligence to tackle the challenges of an …
Application of reinforcement learning and deep learning in multiple-input and multiple-output (MIMO) systems
The current wireless communication infrastructure has to face exponential development in
mobile traffic size, which demands high data rate, reliability, and low latency. MIMO systems …
mobile traffic size, which demands high data rate, reliability, and low latency. MIMO systems …
Real-time Bayesian neural networks for 6G cooperative positioning and tracking
In the evolving landscape of 5G new radio and related 6G evolution, achieving centimeter-
level dynamic positioning is pivotal, especially in cooperative intelligent transportation …
level dynamic positioning is pivotal, especially in cooperative intelligent transportation …