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08/20/2023
Vehicle Cameras Guide mmWave Beams: Approach and Real-World V2V Demonstration
Accurately aligning millimeter-wave (mmWave) and terahertz (THz) narrow ...
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08/14/2023
Camera Based mmWave Beam Prediction: Towards Multi-Candidate Real-World Scenarios
Leveraging sensory information to aid the millimeter-wave (mmWave) and s...
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06/18/2023
Vision Guided MIMO Radar Beamforming for Enhanced Vital Signs Detection in Crowds
Radar as a remote sensing technology has been used to analyze human acti...
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02/13/2023
Environment Semantic Aided Communication: A Real World Demonstration for Beam Prediction
Millimeter-wave (mmWave) and terahertz (THz) communication systems adopt...
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01/30/2023
A Digital Twin Assisted Framework for Interference Nulling in Millimeter Wave MIMO Systems
Millimeter wave (mmWave) and terahertz MIMO systems rely on pre-defined ...
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01/26/2023
Cell-Free ISAC MIMO Systems: Joint Sensing and Communication Beamforming
This paper considers a cell-free integrated sensing and communication (I...
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01/26/2023
Real-Time Digital Twins: Vision and Research Directions for 6G and Beyond
This article presents a vision where real-time digital twins of the phys...
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01/18/2023
Digital Twin Based Beam Prediction: Can we Train in the Digital World and Deploy in Reality?
Realizing the potential gains of large-scale MIMO systems requires the a...
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11/24/2022
Sensing Aided Reconfigurable Intelligent Surfaces for 3GPP 5G Transparent Operation
Can reconfigurable intelligent surfaces (RISs) operate in a standalone m...
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11/17/2022
DeepSense 6G: A Large-Scale Real-World Multi-Modal Sensing and Communication Dataset
This article presents the DeepSense 6G dataset, which is a large-scale d...
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11/17/2022
Proactively Predicting Dynamic 6G Link Blockages Using LiDAR and In-Band Signatures
Line-of-sight link blockages represent a key challenge for the reliabili...
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11/15/2022
Reconfigurable Intelligent Surface Aided Wireless Sensing for Scene Depth Estimation
Current scene depth estimation approaches mainly rely on optical sensing...
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11/14/2022
Millimeter Wave Drones with Cameras: Computer Vision Aided Wireless Beam Prediction
Millimeter wave (mmWave) and terahertz (THz) drones have the potential t...
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11/14/2022
Camera Aided Reconfigurable Intelligent Surfaces: Computer Vision Based Fast Beam Selection
Reconfigurable intelligent surfaces (RISs) have attracted increasing int...
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10/06/2022
Deep Learning of Near Field Beam Focusing in Terahertz Wideband Massive MIMO Systems
Employing large antenna arrays and utilizing large bandwidth have the po...
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09/22/2022
Sensing Aided OTFS Channel Estimation for Massive MIMO Systems
Orthogonal time frequency space (OTFS) modulation has the potential to e...
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09/15/2022
Multi-Modal Beam Prediction Challenge 2022: Towards Generalization
Beam management is a challenging task for millimeter wave (mmWave) and s...
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09/09/2022
Online Beam Learning with Interference Nulling for Millimeter Wave MIMO Systems
Employing large antenna arrays is a key characteristic of millimeter wav...
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08/03/2022
Integrated Sensing and Communication for 6G: Ten Key Machine Learning Roles
Integrating sensing and communication is a defining theme for future wir...
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05/18/2022
Position Aided Beam Prediction in the Real World: How Useful GPS Locations Actually Are?
Millimeter-wave (mmWave) communication systems rely on narrow beams for ...
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03/10/2022
LiDAR Aided Future Beam Prediction in Real-World Millimeter Wave V2I Communications
This paper presents the first large-scale real-world evaluation for usin...
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03/03/2022
Computer Vision Aided Blockage Prediction in Real-World Millimeter Wave Deployments
This paper provides the first real-world evaluation of using visual (RGB...
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02/05/2022
Predicting Future CSI Feedback For Highly-Mobile Massive MIMO Systems
Massive multiple-input multiple-output (MIMO) system is promising in pro...
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12/08/2021
Autoencoder-based Communications with Reconfigurable Intelligent Surfaces
This paper presents a novel approach for the joint design of a reconfigu...
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11/29/2021
Radar Aided Proactive Blockage Prediction in Real-World Millimeter Wave Systems
Millimeter wave (mmWave) and sub-terahertz communication systems rely ma...
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11/29/2021
Computer Vision Aided Beam Tracking in A Real-World Millimeter Wave Deployment
Millimeter-wave (mmWave) and terahertz (THz) communications require beam...
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11/18/2021
Radar Aided 6G Beam Prediction: Deep Learning Algorithms and Real-World Demonstration
This paper presents the first machine learning based real-world demonstr...
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11/18/2021
LiDAR-Aided Mobile Blockage Prediction in Real-World Millimeter Wave Systems
Line-of-sight link blockages represent a key challenge for the reliabili...
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11/16/2021
Blockage Prediction Using Wireless Signatures: Deep Learning Enables Real-World Demonstration
Overcoming the link blockage challenges is essential for enhancing the r...
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11/15/2021
Vision-Position Multi-Modal Beam Prediction Using Real Millimeter Wave Datasets
Enabling highly-mobile millimeter wave (mmWave) and terahertz (THz) wire...
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10/05/2021
Enabling Cell-Free Massive MIMO Systems with Wireless Millimeter Wave Fronthaul
Cell-free massive MIMO systems have promising data rate and uniform cove...
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09/30/2021
Learning Reflection Beamforming Codebooks for Arbitrary RIS and Non-Stationary Channels
Reconfigurable intelligent surfaces (RIS) are expected to play an import...
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09/16/2021
Design and Evaluation of Reconfigurable Intelligent Surfaces in Real-World Environment
Reconfigurable intelligent surfaces (RISs) have promising coverage and d...
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03/18/2021
Computer Vision Aided URLL Communications: Proactive Service Identification and Coexistence
The support of coexisting ultra-reliable and low-latency (URLL) and enha...
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02/22/2021
Reinforcement Learning of Beam Codebooks in Millimeter Wave and Terahertz MIMO Systems
Millimeter wave (mmWave) and terahertz MIMO systems rely on pre-defined ...
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02/22/2021
Deep Learning for THz Drones with Flying Intelligent Surfaces: Beam and Handoff Prediction
We consider the problem of proactive handoff and beam selection in Terah...
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02/18/2021
Vision-Aided 6G Wireless Communications: Blockage Prediction and Proactive Handoff
The sensitivity to blockages is a key challenge for the high-frequency (...
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02/18/2021
Reinforcement Learning for Beam Pattern Design in Millimeter Wave and Massive MIMO Systems
Employing large antenna arrays is a key characteristic of millimeter wav...
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01/18/2021
Deep Learning for Moving Blockage Prediction using Real Millimeter Wave Measurements
Millimeter wave (mmWave) communication is a key component of 5G and beyo...
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07/18/2020
Deep Multimodal Learning: Merging Sensory Data for Massive MIMO Channel Prediction
Existing work in intelligent communications has recently made preliminar...
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06/25/2020
Neural Networks Based Beam Codebooks: Learning mmWave Massive MIMO Beams that Adapt to Deployment and Hardware
Millimeter wave (mmWave) and massive MIMO systems are intrinsic componen...
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06/17/2020
Vision-Aided Dynamic Blockage Prediction for 6G Wireless Communication Networks
Unlocking the full potential of millimeter-wave and sub-terahertz wirele...
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06/11/2020
Relay Aided Intelligent Reconfigurable Surfaces: Achieving the Potential Without So Many Antennas
This paper proposes a novel relay-aided intelligent reconfigurable surfa...
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03/07/2020
Advanced Receiver Architectures for Millimeter Wave Communications with Low-Resolution ADCs
Deploying large antenna arrays coupled with high-speed and high-resoluti...
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02/25/2020
Deep Reinforcement Learning for Intelligent Reflecting Surfaces: Towards Standalone Operation
The promising coverage and spectral efficiency gains of intelligent refl...
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02/25/2020
Learning Beam Codebooks with Neural Networks: Towards Environment-Aware mmWave MIMO
Scaling the number of antennas up is a key characteristic of current and...
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02/06/2020
ViWi Vision-Aided mmWave Beam Tracking: Dataset, Task, and Baseline Solutions
Vision-aided wireless communication is motivated by the recent advances ...
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12/27/2019
Deep Transfer Learning Based Downlink Channel Prediction for FDD Massive MIMO Systems
Artificial intelligence (AI) based downlink channel state information (C...
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11/14/2019
ViWi: A Deep Learning Dataset Framework for Vision-Aided Wireless Communications
The growing role that artificial intelligence and specifically machine l...
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11/14/2019