Improving Learning Efficiency for Wireless Resource Allocation with Symmetric Prior

Author:

Sun Chengjian1,Wu Jiajun1,Yang Chenyang1

Affiliation:

1. Beihang University,Beijing,China

Funder

National Natural Science Foundation of

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Science Applications

Reference15 articles.

1. LORM: Learning to Optimize for Resource Management in Wireless Networks With Few Training Samples

2. Iterative Algorithm Induced Deep-Unfolding Neural Networks: Precoding Design for Multiuser MIMO Systems;hu;IEEE Trans Wireless Commun,2020

3. Deep Sets;manzil;Advances in neural information processing systems,2017

4. Structure of Deep Neural Networks with a Priori Information in Wireless Tasks

5. Optimal Wireless Resource Allocation With Random Edge Graph Neural Networks

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