Wireless Power Control via Counterfactual Optimization of Graph Neural Networks

K. Hornik, M. Stinchcombe, and H. White, “Multilayer feedforward networks are universal approximators,” Neural Networks , vol. 2, no. 5, pp. 359–366, 1989

1989

Earlier work this paper cites.

Y. Li and X. Huang, “The simulation of independent Rayleigh faders,” IEEE Transactions on Communications , vol. 50, no. 9, pp. 1503–1514, 2002

2002

Earlier work this paper cites.

Z.-Q. Luo and S. Zhang, “Dynamic spectrum management: Complexity and duality,” IEEE Journal of Selected Topics in Signal Processing , vol. 2, no. 1, pp. 57–73, 2008

2008

Earlier work this paper cites.

R. Madan, J. Borran, A. Sampath, N. Bhushan, A. Khandekar, and T. Ji, “Cell association and interference coordination in heterogeneous LTE-A cellular networks,” IEEE Journal on Selected Areas in Communications , vol. 28, no. 9, pp. 1479–1489, 2010

2010

Earlier work this paper cites.

Q. Shi, M. Razaviyayn, Z.-Q. Luo, and C. He, “An iteratively weighted MMSE approach to distributed sum-utility maximization for a MIMO interfering broadcast channel,” IEEE Transactions on Signal Processing , vol. 59, no. 9, pp. 4331–4340, 2011

2011

Earlier work this paper cites.

W. Yu, T. Kwon, and C. Shin, “Multicell coordination via joint scheduling, beamforming, and power spectrum adaptation,” IEEE Transactions on Wireless Communications , vol. 12, no. 7, pp. 1–14, 2013

2013

Earlier work this paper cites.

X. Wu, S. Tavildar, S. Shakkottai, T. Richardson, J. Li, R. Laroia, and A. Jovicic, “FlashLinQ: A synchronous distributed scheduler for peer-to-peer ad hoc networks,” IEEE/ACM Transactions on Networking , vol. 21, no. 4, pp. 1215–1228, 2013

2013

Earlier work this paper cites.

Y.-F. Liu and Y.-H. Dai, “On the complexity of joint subcarrier and power allocation for multi-user OFDMA systems,” IEEE Transactions on Signal Processing , vol. 62, no. 3, pp. 583–596, 2013

2013

Earlier work this paper cites.

N. Naderializadeh and A. S. Avestimehr, “ITLinQ: A new approach for spectrum sharing in device-to-device communication systems,” IEEE journal on Selected Areas in Communications , vol. 32, no. 6, pp. 1139–1151, 2014

2014

Cited alongside, same era.

X. Yi and G. Caire, “ITLinQ+: An improved spectrum sharing mechanism for device-to-device communications,” in 2015 49th Asilomar Conference on Signals, Systems and Computers . IEEE, 2015, pp. 1310–1314

2015

Cited alongside, same era.

C. Geng, N. Naderializadeh, A. S. Avestimehr, and S. A. Jafar, “On the optimality of treating interference as noise,” IEEE Transactions on Information Theory , vol. 61, no. 4, pp. 1753–1767, 2015

2015

Cited alongside, same era.

M. Henaff, J. Bruna, and Y. LeCun, “Deep convolutional networks on graph-structured data,” arXiv preprint arXiv:1506.05163 , 2015

Original

2015

Cited alongside, same era.

H. Lee, S. H. Lee, and T. Q. Quek, “Deep learning for distributed optimization: Applications to wireless resource management,” IEEE Journal on Selected Areas in Communications , vol. 37, no. 10, pp. 2251–2266, 2019

2019

Later among the works it cites.

L. Liang, H. Ye, G. Yu, and G. Y. Li, “Deep-learning-based wireless resource allocation with application to vehicular networks,” Proceedings of the IEEE , 2019

2019

Later among the works it cites.

M. Eisen, C. Zhang, L. F. Chamon, D. D. Lee, and A. Ribeiro, “Learning optimal resource allocations in wireless systems,” IEEE Transactions on Signal Processing , vol. 67, no. 10, pp. 2775–2790, 2019

2019

Later among the works it cites.

N. Naderializadeh, J. Sydir, M. Simsek, H. Nikopour, and S. Talwar, “When multiple agents learn to schedule: A distributed radio resource management framework,” arXiv preprint arXiv:1906.08792 , 2019

Original

2019

Later among the works it cites.