Graph-based Algorithm Unfolding for Energy-aware Power Allocation in Wireless Networks

27 January 2022

Papers citing "Graph-based Algorithm Unfolding for Energy-aware Power Allocation in Wireless Networks"

12 / 12 papers shown

Title
Adaptive Contention Window Design using Deep Q-learning Abhishek Kumar Gunjan Verma Chirag R. Rao A. Swami Santiago Segarra 33 34 0 18 Nov 2020
Efficient power allocation using graph neural networks and deep algorithm unfolding Arindam Chowdhury Gunjan Verma Chirag R. Rao A. Swami Santiago Segarra 67 14 0 18 Nov 2020
Deep unfolding of the weighted MMSE beamforming algorithm Lissy Pellaco M. Bengtsson Joakim Jaldén 42 21 0 15 Jun 2020
Iterative Algorithm Induced Deep-Unfolding Neural Networks: Precoding Design for Multiuser MIMO Systems Qiyu Hu Yunlong Cai Qingjiang Shi Kaidi Xu Guanding Yu Z. Ding 40 174 0 15 Jun 2020
AMP-Net: Denoising based Deep Unfolding for Compressive Image Sensing Zhonghao Zhang Yipeng Liu Jiani Liu Fei Wen Ce Zhu 44 208 0 21 Apr 2020
Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing V. Monga Yuelong Li Yonina C. Eldar 92 1,020 0 22 Dec 2019
Stability Properties of Graph Neural Networks Fernando Gama Joan Bruna Alejandro Ribeiro 63 232 0 11 May 2019
Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds Xiaohan Chen Jialin Liu Zhangyang Wang W. Yin 58 233 0 29 Aug 2018
Learning Optimal Resource Allocations in Wireless Systems Mark Eisen Clark Zhang Luiz F. O. Chamon Daniel D. Lee Alejandro Ribeiro 38 208 0 21 Jul 2018
Convolutional Neural Network Architectures for Signals Supported on Graphs Fernando Gama A. Marques G. Leus Alejandro Ribeiro 169 286 0 01 May 2018
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 508 15,861 0 12 Nov 2013
ADADELTA: An Adaptive Learning Rate Method Matthew D. Zeiler ODL 132 6,623 0 22 Dec 2012