Optimizing Wireless Systems Using Unsupervised and
Reinforced-Unsupervised Deep Learning

Optimizing Wireless Systems Using Unsupervised and Reinforced-Unsupervised Deep Learning

3 January 2020

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Papers citing "Optimizing Wireless Systems Using Unsupervised and Reinforced-Unsupervised Deep Learning"

10 / 10 papers shown

Title
Adaptive Layer Splitting for Wireless LLM Inference in Edge Computing: A Model-Based Reinforcement Learning Approach Yuxuan Chen Rongpeng Li Xiaoxue Yu Zhifeng Zhao Honggang Zhang 88 10 0 03 Jun 2024
Knowledge-Driven Deep Learning Paradigms for Wireless Network Optimization in 6G Ruijin Sun Nan Cheng Changle Li Fangjiong Chen Wen Chen 46 35 0 15 Jan 2024
Deep Learning Aided Routing for Space-Air-Ground Integrated Networks Relying on Real Satellite, Flight, and Shipping Data Dong Liu Jiankang Zhang Jingjing Cui S. Ng R. Maunder L. Hanzo 37 29 0 28 Oct 2021
Deep Learning Methods for Joint Optimization of Beamforming and Fronthaul Quantization in Cloud Radio Access Networks Daesung Yu Hoon Lee Seok-Hwan Park Seung‐Eun Hong 40 11 0 06 Jul 2021
Learning Autonomy in Management of Wireless Random Networks Hoon Lee Sang Hyun Lee Tony Q.S. Quek 121 5 0 15 Jun 2021
Learning Optimal Fronthauling and Decentralized Edge Computation in Fog Radio Access Networks Hoon Lee Junbeom Kim Seok-Hwan Park 51 13 0 21 Mar 2021
Cognitive Learning-Aided Multi-Antenna Communications Ahmet M. Elbir Kumar Vijay Mishra 89 8 0 07 Oct 2020
A Tutorial on Ultra-Reliable and Low-Latency Communications in 6G: Integrating Domain Knowledge into Deep Learning Changyang She Chengjian Sun Zhouyou Gu Yonghui Li Chenyang Yang H. Vincent Poor Branka Vucetic 87 17 0 13 Sep 2020
Unsupervised Deep Learning for Optimizing Wireless Systems with Instantaneous and Statistic Constraints Chengjian Sun Changyang She Chenyang Yang 53 0 0 30 May 2020
Constructing Deep Neural Networks with a Priori Knowledge of Wireless Tasks Jia Guo Chenyang Yang SSL 25 1 0 29 Jan 2020