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08/06/2022
Prediction-based Hybrid Slicing Framework for Service Level Agreement Guarantee in Mobility Scenarios: A Deep Learning Approach
Network slicing is a critical driver for guaranteeing the diverse servic...
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03/06/2022
A Hard and Soft Hybrid Slicing Framework for Service Level Agreement Guarantee via Deep Reinforcement Learning
Network slicing is a critical driver for guaranteeing the diverse servic...
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01/22/2021
Predictive Wireless Based Status Update for Communication-Agnostic Sampling
In a wireless network that conveys status updates from sources (i.e., se...
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12/26/2020
Analyzing Age of Information in Multiaccess Networks by Fluid Limits
In this paper, we adopt the fluid limits to analyze Age of Information (...
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10/21/2020
Round-Robin is Provably Near-Optimal for Minimizing Age with HARQ over Heterogeneous Unreliable Multiaccess Channels
In a heterogeneous unreliable multiaccess network, wherein terminals sha...
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10/14/2020
Fairness for Freshness: Optimal Age of Information Based OFDMA Scheduling with Minimal Knowledge
It is becoming increasingly clear that an important task for wireless ne...
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02/24/2020
Age of Information Optimized MAC in V2X Sidelink via Piggyback-Based Collaboration
Real-time status update in future vehicular networks is vital to enable ...
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02/13/2020
Deep Reinforcement Learning-Based Beam Tracking for Low-Latency Services in Vehicular Networks
Ultra-Reliable and Low-Latency Communications (URLLC) services in vehicu...
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02/10/2020
Robustness Analysis of Networked Control Systems with Aging Status
As an emerging metric of communication systems, Age of Information (AoI)...
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02/04/2020
Revealing Much While Saying Less: Predictive Wireless for Status Update
Wireless communications for status update are becoming increasingly impo...
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12/03/2019
AI-Assisted Low Information Latency Wireless Networking
The 5G Phase-2 and beyond wireless systems will focus more on vertical a...
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10/30/2019
Finite Blocklength Allocation towards Robust Age-of-Information Optimization
As an emerging metric for the timeliness of information delivery, Age-of...
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10/29/2019
Closed-Form Whittle's Index-Enabled Random Access for Timely Status Update
We consider a star-topology wireless network for status update where a c...
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07/05/2019
Optimal Blocklength Allocation towards Reduced Age of Information in Wireless Sensor Networks
The freshness or timeliness of data at server is a significant key perfo...
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06/01/2019
Closed-Form Analysis of Non-Linear Age-of-Information in Status Updates with an Energy Harvesting Transmitter
Timely status updates are crucial to enabling applications in massive In...
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03/09/2019
Optimizing Information Freshness in Broadcast Network with Unreliable Links and Random Arrivals: An Approximate Index Policy
With the rapid growth of real-time Internet of Things (IoT) applications...
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03/06/2019
Distributed Policy Learning Based Random Access for Diversified QoS Requirements
Future wireless access networks need to support diversified quality of s...
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02/07/2019
Exploiting Moving Intelligence: Delay-Optimized Computation Offloading in Vehicular Fog Networks
Future vehicles will have rich computing resources to support autonomous...
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01/16/2019
Adaptive Learning-Based Task Offloading for Vehicular Edge Computing Systems
The vehicular edge computing (VEC) system integrates the computing resou...
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01/16/2019
Status from a Random Field: How Densely Should One Update?
In many applications, status information of a general spatial process, i...
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12/13/2018
A Unified Sampling and Scheduling Approach for Status Update in Multiaccess Wireless Networks
Information source sampling and update scheduling have been treated sepa...
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12/04/2018
A Two-Step Learning and Interpolation Method for Location-Based Channel Database
Timely and accurate knowledge of channel state information (CSI) is nece...
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12/04/2018
Inferring Remote Channel State Information: Cramér-Rao Lower Bound and Deep Learning Implementation
Channel state information (CSI) is of vital importance in wireless commu...
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12/04/2018
Time-Sequence Channel Inference for Beam Alignment in Vehicular Networks
In this paper, we propose a learning-based low-overhead beam alignment m...
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12/03/2018
Exploiting Wireless Channel State Information Structures Beyond Linear Correlations: A Deep Learning Approach
Knowledge of information about the propagation channel in which a wirele...
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04/03/2018
Learning-Based Task Offloading for Vehicular Cloud Computing Systems
Vehicular cloud computing (VCC) is proposed to effectively utilize and s...
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03/23/2018
SENATE: A Permissionless Byzantine Consensus Protocol in Wireless Networks
The blockchain technology has achieved tremendous success in open (permi...
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03/22/2018
Can Decentralized Status Update Achieve Universally Near-Optimal Age-of-Information in Wireless Multiaccess Channels?
In an Internet-of-Things system where status data are collected from sen...
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01/11/2018
Timely Status Update in Massive IoT Systems: Decentralized Scheduling for Wireless Uplinks
In a typical Internet of Things (IoT) application where a central contro...
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12/20/2017
Optimal Discrete Spatial Compression for Beamspace Massive MIMO Signals
Deploying massive number of antennas at the base station side can boost ...
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11/29/2017