A Graph Neural Network Approach for Scalable Wireless Power Control

A Graph Neural Network Approach for Scalable Wireless Power Control

19 July 2019

Khaled B. Letaief

Papers citing "A Graph Neural Network Approach for Scalable Wireless Power Control"

17 / 17 papers shown

Title
Opportunistic Routing in Wireless Communications via Learnable State-Augmented Policies Sourajit Das Navid Naderializadeh Rahul Mangharam 29 0 0 05 Mar 2025
Learning State-Augmented Policies for Information Routing in Communication Networks Sourajit Das Navid Naderializadeh Alejandro Ribeiro 30 2 0 30 Sep 2023
Unsupervised Deep Unfolded PGD for Transmit Power Allocation in Wireless Systems Ramoni O. Adeogun 16 1 0 20 Jun 2023
Graph Neural Networks over the Air for Decentralized Tasks in Wireless Networks Zhan Gao Deniz Gunduz GNN 43 1 0 16 Feb 2023
Flex-Net: A Graph Neural Network Approach to Resource Management in Flexible Duplex Networks Tharaka Perera S. Atapattu Yuting Fang Prathapasinghe Dharmawansa J. Evans GNN 27 4 0 20 Jan 2023
A State-Augmented Approach for Learning Optimal Resource Management Decisions in Wireless Networks Yiugit Berkay Uslu Navid Naderializadeh Mark Eisen Alejandro Riberio University of Pennsylvania 31 0 0 28 Oct 2022
State-Augmented Learnable Algorithms for Resource Management in Wireless Networks Navid Naderializadeh Mark Eisen Alejandro Ribeiro 43 17 0 05 Jul 2022
Graph Neural Networks for Wireless Communications: From Theory to Practice Yifei Shen Jun Zhang Shenghui Song Khaled B. Letaief GNN AI4CE 38 112 0 21 Mar 2022
Learning Resilient Radio Resource Management Policies with Graph Neural Networks Navid Naderializadeh Mark Eisen Alejandro Ribeiro 24 27 0 07 Mar 2022
Power Allocation for Wireless Federated Learning using Graph Neural Networks Boning Li A. Swami Santiago Segarra FedML 66 12 0 15 Nov 2021
Stability Analysis of Unfolded WMMSE for Power Allocation Arindam Chowdhury Fernando Gama Santiago Segarra 46 3 0 14 Oct 2021
Wireless Link Scheduling via Graph Representation Learning: A Comparative Study of Different Supervision Levels Navid Naderializadeh 44 3 0 04 Oct 2021
Algorithm Unrolling for Massive Access via Deep Neural Network with Theoretical Guarantee Yandong Shi Hayoung Choi Yuanming Shi Yong Zhou 27 30 0 19 Jun 2021
Efficient power allocation using graph neural networks and deep algorithm unfolding Arindam Chowdhury Gunjan Verma Chirag R. Rao A. Swami Santiago Segarra 49 14 0 18 Nov 2020
Wireless Power Control via Counterfactual Optimization of Graph Neural Networks Navid Naderializadeh Mark Eisen Alejandro Ribeiro 23 23 0 17 Feb 2020
Edge Intelligence: The Confluence of Edge Computing and Artificial Intelligence Shuiguang Deng Hailiang Zhao Weijia Fang Jianwei Yin Schahram Dustdar Albert Y. Zomaya 74 606 0 02 Sep 2019
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 89 2,174 0 02 Feb 2017