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03/27/2023
AIR-DA: Adversarial Image Reconstruction for Unsupervised Domain Adaptive Object Detection
Unsupervised domain adaptive object detection is a challenging vision ta...
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01/30/2023
From ORAN to Cell-Free RAN: Architecture, Performance Analysis, Testbeds and Trials
Open radio access network (ORAN) provides an open architecture to implem...
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01/09/2023
Secure Communication for Spatially Correlated RIS-Aided Multiuser Massive MIMO Systems: Analysis and Optimization
This letter investigates the secure communication in a reconfigurable in...
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08/30/2022
Experimental Performance Evaluation of Cell-free Massive MIMO Systems Using COTS RRU with OTA Reciprocity Calibration and Phase Synchronization
Downlink coherent multiuser transmission is an essential technique for c...
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08/22/2022
Representation Learning of Knowledge Graph for Wireless Communication Networks
With the application of the fifth-generation wireless communication tech...
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08/11/2022
Automatic Hybrid-Precision Quantization for MIMO Detectors
In the design of wireless systems, quantization plays a critical role in...
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07/02/2022
Unsupervised Recurrent Federated Learning for Edge Popularity Prediction in Privacy-Preserving Mobile Edge Computing Networks
Nowadays wireless communication is rapidly reshaping entire industry sec...
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06/30/2022
Learning-Aided Beam Prediction in mmWave MU-MIMO Systems for High-Speed Railway
The problem of beam alignment and tracking in high mobility scenarios su...
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06/30/2022
Learnable Model-Driven Performance Prediction and Optimization for Imperfect MIMO System: Framework and Application
State-of-the-art schemes for performance analysis and optimization of mu...
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06/27/2022
Belief-selective Propagation Detection for MIMO Systems
Compared to the linear MIMO detectors, the Belief Propagation (BP) detec...
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06/15/2022
Closed-form Approximation for Performance Bound of Finite Blocklength Massive MIMO Transmission
Ultra-reliable low latency communications (uRLLC) is adopted in the fift...
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04/26/2022
Energy Efficient Beamforming Optimization for Integrated Sensing and Communication
This paper investigates the optimization of beamforming design in a syst...
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03/02/2022
Cross-Layer Optimization: Joint User Scheduling and Beamforming Design With QoS Support in Joint Transmission Networks
User scheduling and beamforming design are two crucial yet coupled topic...
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01/22/2022
An Unsupervised Deep Unrolling Framework for Constrained Optimization Problems in Wireless Networks
In wireless network, the optimization problems generally have complex co...
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01/10/2022
Spatiotemporal 2-D Channel Coding for Very Low Latency Reliable MIMO Transmission
To fully support vertical industries, 5G and its corresponding channel c...
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10/20/2021
Distributed Reinforcement Learning for Privacy-Preserving Dynamic Edge Caching
Mobile edge computing (MEC) is a prominent computing paradigm which expa...
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07/20/2021
Maximizing the Set Cardinality of Users Scheduled for Ultra-dense uRLLC Networks
Ultra-reliability and low latency communication plays an important role ...
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04/02/2021
Hybrid Policy Learning for Energy-Latency Tradeoff in MEC-Assisted VR Video Service
Virtual reality (VR) is promising to fundamentally transform a broad spe...
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02/05/2021
Learning Rate Optimization for Federated Learning Exploiting Over-the-air Computation
Federated learning (FL) as a promising edge-learning framework can effec...
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11/27/2020
Beamforming Design for Multiuser uRLLC with Finite Blocklength Transmission
Driven by the explosive growth of Internet of Things (IoT) devices with ...
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11/26/2020
True-data Testbed for 5G/B5G Intelligent Network
Future beyond fifth-generation (B5G) and sixth-generation (6G) mobile co...
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05/19/2020
Achievable Rate Region of MISO Interference Channel Aided by Intelligent Reflecting Surface
This paper investigates the achievable rate region of the multiple-input...
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01/02/2020
BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation
Instance segmentation is one of the fundamental vision tasks. Recently, ...
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12/26/2019
Power Efficient IRS-Assisted NOMA
In this paper, we propose a downlink multiple-input single-output (MISO)...
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12/04/2019
Energy-Efficient Cooperative Secure Transmission in Multi-UAV Enabled Wireless Networks
This paper investigates a multiple unmanned aerial vehicles (UAVs) enabl...
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10/18/2019
Attention Mechanism Enhanced Kernel Prediction Networks for Denoising of Burst Images
Deep learning based image denoising methods have been extensively invest...
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03/15/2019
Cloud-Edge Coordinated Processing: Low-Latency Multicasting Transmission
Recently, edge caching and multicasting arise as two promising technolog...
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01/22/2019
Hybrid Precoder Design for Cache-enabled Millimeter Wave Radio Access Networks
In this paper, we study the design of a hybrid precoder, consisting of a...
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09/03/2018
Two-level Transmission Scheme for Cache-enabled Fog Radio Access Networks
In this paper, we investigate the downlink transmission for cache-enable...
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07/18/2018
An Attention-Based Approach for Single Image Super Resolution
The main challenge of single image super resolution (SISR) is the recove...
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06/29/2018
Energy Optimization for Cellular-Connected Multi-UAV Mobile Edge Computing Systems with Multi-Access Schemes
In this paper, a cellular-connected unmanned aerial vehicles (UAV) mobil...
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05/02/2018
Placement Delivery Array Design via Attention-Based Deep Neural Network
A decentralized coded caching scheme has been proposed by Maddah-Ali and...
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03/30/2018
Cache-Enabled Dynamic Rate Allocation via Deep Self-Transfer Reinforcement Learning
Caching and rate allocation are two promising approaches to support vide...
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02/02/2018
Signal Processing for MIMO-NOMA: Present and Future Challenges
Non-orthogonal multiple access (NOMA), as the newest member of the multi...
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01/28/2018
Low-Latency Heterogeneous Networks with Millimeter-Wave Communications
Heterogeneous network (HetNet) is a key enabler to largely boost network...
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07/30/2016