The Emergence of Multi-Functional and Hybrid Reconfigurable Intelligent Surfaces for Integrated Sensing and Communications-A Survey
Reconfigurable intelligent surfaces (RIS) are positioned as one of the key enabling
technologies for 6G networks as they can provide ubiquitous coverage for areas with …
technologies for 6G networks as they can provide ubiquitous coverage for areas with …
Deep reinforcement learning based dynamic beam selection in dual-band communication systems
To reduce the downlink beam sweep overhead of mmWave systems, we propose a deep
reinforcement learning based dynamic beam selection (DRL-DBS) method. A new learning …
reinforcement learning based dynamic beam selection (DRL-DBS) method. A new learning …
Multi-cell multi-beam prediction using auto-encoder LSTM for mmWave systems
Millimeter wave (mmWave) systems rely on communication in narrow beams for directional
and spatial multiplexing gains. A key challenge in realizing these systems is beam tracking …
and spatial multiplexing gains. A key challenge in realizing these systems is beam tracking …
Beyond Complexity Limits: Machine Learning for Sidelink-Assisted mmWave Multicasting in 6G
The latest technological developments have fueled revolutionary changes and
improvements in wireless communication systems. Among them, mmWave spectrum …
improvements in wireless communication systems. Among them, mmWave spectrum …
Long-range blockage prediction based on diffraction fringe characteristics for mmWave communications
L Yu, J Zhang, Y Zhang, X Li… - IEEE Communications …, 2022 - ieeexplore.ieee.org
Blockage prediction is significant to support mobility for millimeter wave (mmWave)
communications, while the prediction range is limited to centimeters in current work. This …
communications, while the prediction range is limited to centimeters in current work. This …
Tracking the Best Beam for a Mobile User via Bayesian Optimization
The standard beam management procedure in 5G requires the user equipment (UE) to
periodically measure the received signal reference power (RSRP) on each of a set of beams …
periodically measure the received signal reference power (RSRP) on each of a set of beams …
Instantaneous beam prediction scheme against link blockage in mmwave communications
Millimeter wave (mmWave) bands formulate the standalone (SA) operation mode in the new
radio (NR) access technology of 5G systems. These bands rely on beamforming …
radio (NR) access technology of 5G systems. These bands rely on beamforming …
Outage-minimization coordinated multi-point for millimeter-wave ofdm with random blockages
We consider millimeter-wave (mmWave) orthogonal frequency division multiplexing (OFDM)
systems subjected to random propagation path blockages and propose a new Coordinated …
systems subjected to random propagation path blockages and propose a new Coordinated …
6G mmWave Security Advancements through Federated Learning and Differential Privacy
This paper presents a new framework that integrates Federated Learning (FL) with
advanced privacy-preserving mechanisms to enhance the security of millimeter-wave …
advanced privacy-preserving mechanisms to enhance the security of millimeter-wave …
Beam Foreseeing in Millimeter-Wave Systems with Situational Awareness: Fundamental Limits via Cramér-Rao Lower Bound
Millimeter-wave (mmWave) networks offer the potential for high-speed data transfer and
precise localization, leveraging large antenna arrays and extensive bandwidths. However …
precise localization, leveraging large antenna arrays and extensive bandwidths. However …