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02/15/2023
Learning Random Access Schemes for Massive Machine-Type Communication with MARL
In this paper, we explore various multi-agent reinforcement learning (MA...
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05/04/2022
Collision Resolution with Deep Reinforcement Learning for Random Access in Machine-Type Communication
Grant-free random access (RA) techniques are suitable for machine-type c...
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01/24/2022
Deep Reinforcement Learning for Random Access in Machine-Type Communication
Random access (RA) schemes are a topic of high interest in machine-type ...
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05/29/2018
Neural Network Aided Decoding for Physical-Layer Network Coding Random Access
Hinging on ideas from physical-layer network coding, some promising prop...
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04/05/2018
Towards Massive Connectivity Support for Scalable mMTC Communications in 5G networks
The fifth generation of cellular communication systems is foreseen to en...
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03/20/2018