Graph Neural Network-based Federated Learning for Sum-rate Maximization in Small-cell Wireless Network-Reference-Cited by-同舟云学术

Graph Neural Network-based Federated Learning for Sum-rate Maximization in Small-cell Wireless Network

Published:2023-12-07 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 12th International Symposium on Information and Communication Technology
language:
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Author:

Nguyen Doan Hieu¹^ORCID,Nguyen Xuan Tung¹^ORCID,Vinh Do Quang¹^ORCID,Won Joo Hwang¹^ORCID,Sang-Hwa Chung¹^ORCID,Jong-Deok Kim¹^ORCID

Affiliation:

1. Pusan National University, South Korea

Funder

This research was supported by the MSIT(Ministry of Science and ICT), Korea, under the Innovative Human Resource Development for Local Intellectualization support program(IITP-2023-2016-0-00318) supervised by the IITP(Institute for Information & communications Technology Planning & Evaluation

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3628797.3628826

Reference13 articles.

1. Justin Gilmer , Samuel S Schoenholz , Patrick F Riley , Oriol Vinyals , and George E Dahl . 2020. Message passing neural networks. Machine learning meets quantum physics ( 2020 ), 199–214. Justin Gilmer, Samuel S Schoenholz, Patrick F Riley, Oriol Vinyals, and George E Dahl. 2020. Message passing neural networks. Machine learning meets quantum physics (2020), 199–214.

2. Application of deep neural network and deep reinforcement learning in wireless communication;Li M.;Plos one,2020

3. B. McMahan , E. Moore , D. Ramage , S. Hampson , and B. A. y Arcas . 2017 . Communication-efficient learning of deep networks from decentralized data. In Artificial intelligence and statistics. PMLR , 1273–1282. B. McMahan, E. Moore, D. Ramage, S. Hampson, and B. A. y Arcas. 2017. Communication-efficient learning of deep networks from decentralized data. In Artificial intelligence and statistics. PMLR, 1273–1282.

4. Complexity Analysis of Multilayer Perceptron Neural Network Embedded into a Wireless Sensor Network

5. A Graph Neural Network Approach for Scalable Wireless Power Control