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ML-aided power allocation for Tactical MIMO


Sep 14, 2021
Arindam Chowdhury, Gunjan Verma, Chirag Rao, Ananthram Swami, Santiago Segarra

* Under review at MILCOM 2021 

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Link Scheduling using Graph Neural Networks


Sep 12, 2021
Zhongyuan Zhao, Gunjan Verma, Chirag Rao, Ananthram Swami, Santiago Segarra

* 13 pages, 15 figures, submitted to IEEE Journal of Selected Topics in Signal Processing. arXiv admin note: text overlap with arXiv:2011.09430 

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Distributed Scheduling using Graph Neural Networks


Nov 18, 2020
Zhongyuan Zhao, Gunjan Verma, Chirag Rao, Ananthram Swami, Santiago Segarra

* 5 pages, 6 figures, submitted to IEEE ICASSP 2021 

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Adaptive Contention Window Design using Deep Q-learning


Nov 18, 2020
Abhishek Kumar, Gunjan Verma, Chirag Rao, Ananthram Swami, Santiago Segarra


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Efficient power allocation using graph neural networks and deep algorithm unfolding


Nov 18, 2020
Arindam Chowdhury, Gunjan Verma, Chirag Rao, Ananthram Swami, Santiago Segarra

* Under review at IEEE ICASSP 2021. arXiv admin note: text overlap with arXiv:2009.10812 

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