M-cube: A millimeter-wave massive MIMO software radio
Millimeter-wave (mmWave) technologies represent a cornerstone for emerging wireless
network infrastructure, and for RF sensing systems in security, health, and automotive …
network infrastructure, and for RF sensing systems in security, health, and automotive …
MAMBA: A multi-armed bandit framework for beam tracking in millimeter-wave systems
Millimeter-wave (mmW) spectrum is a major candidate to support the high data rates of 5G
systems. However, due to directionality of mmW communication systems, misalignments …
systems. However, due to directionality of mmW communication systems, misalignments …
DeepBeam: Deep waveform learning for coordination-free beam management in mmWave networks
Highly directional millimeter wave (mmWave) radios need to perform beam management to
establish and maintain reliable links. To achieve this objective, existing solutions mostly rely …
establish and maintain reliable links. To achieve this objective, existing solutions mostly rely …
Single shot single antenna path discovery in THz networks
THz communication has the potential to realize an order of magnitude increase in data rates
due to the availability of wide THz-scale spectral bands. Unfortunately, establishing and …
due to the availability of wide THz-scale spectral bands. Unfortunately, establishing and …
Wi-Fi assisted contextual multi-armed bandit for neighbor discovery and selection in millimeter wave device to device communications
The unique features of millimeter waves (mmWaves) motivate its leveraging to future,
beyond-fifth-generation/sixth-generation (B5G/6G)-based device-to-device (D2D) …
beyond-fifth-generation/sixth-generation (B5G/6G)-based device-to-device (D2D) …
Online reinforcement learning for beam tracking and rate adaptation in millimeter-wave systems
In this article, we propose MAMBA, a restless multi-armed bandit framework for beam
tracking in directional millimeter-wave (mmW) cellular systems. Instead of relying on explicit …
tracking in directional millimeter-wave (mmW) cellular systems. Instead of relying on explicit …
Comparative evaluation of millimeter-wave beamsteering algorithms using outdoor phased antenna array measurements
The use of high-gain directional communications is key to enable the capacity enhancement
of millimeter-wave (mm-wave) for 5G-and-beyond networks. However, robust mm-wave …
of millimeter-wave (mm-wave) for 5G-and-beyond networks. However, robust mm-wave …
Cognitive neighbor discovery with directional antennas in self-organizing IoT networks
W Bai, Y Xu, J Wang, R Xu, A Anpalagan… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
This article investigates the problem of synchronous randomized neighbor discovery with
directional antennas. Due to the long tail effect, it will take long time to discover the last few …
directional antennas. Due to the long tail effect, it will take long time to discover the last few …
A neighbor discovery method based on probabilistic neighborship model for IoT
Neighbor discovery, meaning that a node receives other nodes' radio frequency (RF) signals
to be aware of their existence, is an indispensable procedure in Internet of Things (IoT) …
to be aware of their existence, is an indispensable procedure in Internet of Things (IoT) …
UB3: Best Beam Identification in Millimeter Wave Systems via Pure Exploration Unimodal Bandits
D Ghosh, H Rahman, MK Hanawal… - arXiv preprint arXiv …, 2022 - arxiv.org
Millimeter wave (mmWave) communications have a broad spectrum and can support data
rates in the order of gigabits per second, as envisioned in 5G systems. However, they cannot …
rates in the order of gigabits per second, as envisioned in 5G systems. However, they cannot …