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09/11/2023
Task-Oriented Cross-System Design for Timely and Accurate Modeling in the Metaverse
In this paper, we establish a task-oriented cross-system design framewor...
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06/05/2023
Task-Oriented Metaverse Design in the 6G Era
As an emerging concept, the Metaverse has the potential to revolutionize...
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06/01/2023
Efficient Near Maximum-Likelihood Reliability-Based Decoding for Short LDPC Codes
In this paper, we propose an efficient decoding algorithm for short low-...
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05/23/2023
Semantic-aware Transmission Scheduling: a Monotonicity-driven Deep Reinforcement Learning Approach
For cyber-physical systems in the 6G era, semantic communications connec...
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01/05/2023
A Novel Exploitative and Explorative GWO-SVM Algorithm for Smart Emotion Recognition
Emotion recognition or detection is broadly utilized in patient-doctor i...
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12/24/2022
Structure-Enhanced DRL for Optimal Transmission Scheduling
Remote state estimation of large-scale distributed dynamic processes pla...
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11/20/2022
Structure-Enhanced Deep Reinforcement Learning for Optimal Transmission Scheduling
Remote state estimation of large-scale distributed dynamic processes pla...
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11/13/2022
A Scalable Graph Neural Network Decoder for Short Block Codes
In this work, we propose a novel decoding algorithm for short block code...
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10/08/2022
Signal Detection in MIMO Systems with Hardware Imperfections: Message Passing on Neural Networks
In this paper, we investigate signal detection in multiple-input-multipl...
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10/03/2022
Deep Learning for Wireless Networked Systems: a joint Estimation-Control-Scheduling Approach
Wireless networked control system (WNCS) connecting sensors, controllers...
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08/25/2022
Performance Analysis for Reconfigurable Intelligent Surface Assisted MIMO Systems
This paper investigates the maximal achievable rate for a given average ...
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06/22/2022
Ordered-Statistics Decoding with Adaptive Gaussian Elimination Reduction for Short Codes
In this paper, we propose an efficient ordered-statistics decoding (OSD)...
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06/20/2022
Efficient Decoders for Short Block Length Codes in 6G URLLC
This paper reviews the potential channel decoding techniques for ultra-r...
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06/19/2022
Graph Neural Network Aided MU-MIMO Detectors
Multi-user multiple-input multiple-output (MU-MIMO) systems can be used ...
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05/24/2022
DRL-based Resource Allocation in Remote State Estimation
Remote state estimation, where sensors send their measurements of distri...
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05/24/2022
Deep Reinforcement Learning for Radio Resource Allocation in NOMA-based Remote State Estimation
Remote state estimation, where many sensors send their measurements of d...
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03/31/2022
Remote State Estimation of Multiple Systems over Semi-Markov Wireless Fading Channels
This work studies remote state estimation of multiple linear time-invari...
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03/09/2022
Practical Considerations of DER Coordination with Distributed Optimal Power Flow
The coordination of prosumer-owned, behind-the-meter distributed energy ...
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01/25/2022
Performance Analysis of Multiple-Antenna Ambient Backscatter Systems at Finite Blocklengths
This paper analyzes the maximal achievable rate for a given blocklength ...
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01/15/2022
HARQ Optimization for Real-Time Remote Estimation in Wireless Networked Control
This paper analyzes wireless network control for remote estimation of li...
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01/11/2022
Graph Neural Network Aided Expectation Propagation Detector for MU-MIMO Systems
Multiuser massive multiple-input multiple-output (MU-MIMO) systems can b...
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12/23/2021
Density Evolution Analysis of the Iterative Joint Ordered-Statistics Decoding for NOMA
In this paper, we develop a density evolution (DE) framework for analyzi...
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10/28/2021
NOMA Joint Decoding based on Soft-Output Ordered-Statistics Decoder for Short Block Codes
In this paper, we design the joint decoding (JD) of non-orthogonal multi...
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10/27/2021
A Linear Bayesian Learning Receiver Scheme for Massive MIMO Systems
Much stringent reliability and processing latency requirements in ultra-...
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10/27/2021
A Bayesian Receiver with Improved Complexity-Reliability Trade-off in Massive MIMO Systems
The stringent requirements on reliability and processing delay in the fi...
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10/22/2021
Linear-Equation Ordered-Statistics Decoding
In this paper, we propose a new linear-equation ordered-statistics decod...
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10/05/2021
Analysis and Optimization of HARQ for URLLC
In this paper, we investigate the effectiveness of the hybrid automatic ...
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09/26/2021
Deep Reinforcement Learning for Wireless Scheduling in Distributed Networked Control
In the literature of transmission scheduling in wireless networked contr...
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06/04/2021
Over-the-Air Computation via Broadband Channels
Over-the-air computation (AirComp) has been recognized as a low-latency ...
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05/19/2021
Non-orthogonal HARQ for URLLC Design and Analysis
The fifth-generation (5G) of mobile standards is expected to provide ult...
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04/09/2021
Remote State Estimation of Multiple Systems over Multiple Markov Fading Channels
We consider remote state estimation of multiple discrete-time linear tim...
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02/03/2021
Analysis and Design of Analog Fountain Codes for Short Packet Communications in IoT
In this paper, we focus on the design and analysis of the Analog Fountai...
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02/01/2021
Over-the-Air Computation with Spatial-and-Temporal Correlated Signals
Over-the-air computation (AirComp) leveraging the superposition property...
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12/16/2020
Task Offloading for Large-Scale Asynchronous Mobile Edge Computing: An Index Policy Approach
Mobile-edge computing (MEC) offloads computational tasks from wireless d...
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12/02/2020
Anytime Control with Markovian Computation and Communication Resources
We investigate a novel anytime algorithm for wireless networked control ...
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10/01/2020
Performance Analysis and Optimization of NOMA with HARQ for Short Packet Communications in Massive IoT
In this paper, we consider the massive non-orthogonal multiple access (N...
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09/17/2020
Knowledge-Assisted Deep Reinforcement Learning in 5G Scheduler Design: From Theoretical Framework to Implementation
In this paper, we develop a knowledge-assisted deep reinforcement learni...
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09/16/2020
Deep Residual Learning-Assisted Channel Estimation in Ambient Backscatter Communications
Channel estimation is a challenging problem for realizing efficient ambi...
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09/13/2020
A Tutorial of Ultra-Reliable and Low-Latency Communications in 6G: Integrating Theoretical Knowledge into Deep Learning
As one of the key communication scenarios in the 5th and also the 6th ge...
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07/27/2020
Deep Multi-Task Learning for Cooperative NOMA: System Design and Principles
Envisioned as a promising component of the future wireless Internet-of-T...
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07/07/2020
Optimizing Information Freshness via Multiuser Scheduling with Adaptive NOMA/OMA
This paper considers a wireless network with a base station (BS) conduct...
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07/06/2020
Optimizing Information Freshness in Two-Hop Status Update Systems under a Resource Constraint
This paper considers a two-hop status update system, in which an informa...
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07/01/2020
On the Latency, Rate and Reliability Tradeoff in Wireless Networked Control Systems for IIoT
Wireless networked control systems (WNCSs) provide a key enabling techni...
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05/27/2020
Wireless Feedback Control with Variable Packet Length for Industrial IoT
The paper considers a wireless networked control system (WNCS), where a ...
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05/23/2020
Physical Layer Authentication for Non-Coherent Massive SIMO-Enabled Industrial IoT Communications
Achieving ultra-reliable, low-latency and secure communications is essen...
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05/19/2020
Over-the-Air Computation Systems: Optimal Design with Sum-Power Constraint
Over-the-air computation (AirComp), which leverages the superposition pr...
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05/16/2020
Remote State Estimation with Smart Sensors over Markov Fading Channels
We consider a fundamental remote state estimation problem of discrete-ti...
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04/10/2020
A Revisit to Ordered Statistic Decoding: Distance Distribution and Decoding Rules
This paper revisits the ordered statistic decoder (OSD) and provides a c...
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03/29/2020
Deep Learning for Radio Resource Allocation with Diverse Quality-of-Service Requirements in 5G
To accommodate diverse Quality-of-Service (QoS) requirements in the 5th ...
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03/27/2020
