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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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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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Optimizing Ultra-Reliable and Low-Latency Communication Systems with Unsupervised Learning
Supervised learning has been introduced to wireless communications to so...
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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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Energy-Aware Offloading in Time-Sensitive Networks with Mobile Edge Computing
Mobile Edge Computing (MEC) enables rich services in close proximity to ...
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Deep Learning for Ultra-Reliable and Low-Latency Communications in 6G Networks
In the future 6th generation networks, ultra-reliable and low-latency co...
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Computation Offloading for IoT in C-RAN: Optimization and Deep Learning
We consider computation offloading for Internet-of-things (IoT) applicat...
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Prediction and Communication Co-design for Ultra-Reliable and Low-Latency Communications
Ultra-reliable and low-latency communications (URLLC) are considered as ...
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Deep Learning for Hybrid 5G Services in Mobile Edge Computing Systems: Learn from a Digital Twin
In this work, we consider a mobile edge computing system with both ultra...
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Cross-layer Design for Mission-Critical IoT in Mobile Edge Computing Systems
In this work, we propose a cross-layer framework for optimizing user ass...
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Towards Ultra-Reliable Low-Latency Communications: Typical Scenarios, Possible Solutions, and Open Issues
Ultra-reliable low-latency communications (URLLC) has been considered as...
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Improving Network Availability of Ultra-Reliable and Low-Latency Communications with Multi-Connectivity
Ultra-reliable and low-latency communications (URLLC) have stringent req...
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Joint Uplink and Downlink Resource Configuration for Ultra-reliable and Low-latency Communications
Supporting ultra-reliable and low-latency communications (URLLC) is one ...
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