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Heasung Kim
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A deep learning approach for automotive radar interference mitigation
J Mun, H Kim, J Lee
2018 IEEE 88th Vehicular Technology Conference (VTC-Fall), 1-5, 2018
552018
Optimized shallow neural networks for sum-rate maximization in energy harvesting downlink multiuser NOMA systems
H Kim, T Cho, J Lee, W Shin, HV Poor
IEEE Journal on Selected Areas in Communications 39 (4), 982-997, 2020
62020
Rate maximization with reinforcement learning for time-varying energy harvesting broadcast channels
H Kim, W Shin, H Yang, N Lee, J Lee
2019 IEEE Global Communications Conference (GLOBECOM), 1-6, 2019
62019
Action-bounding for reinforcement learning in energy harvesting communication systems
H Kim, H Yang, Y Kim, J Lee
2018 IEEE Global Communications Conference (GLOBECOM), 1-7, 2018
62018
On the design of tailored neural networks for energy harvesting broadcast channels: A reinforcement learning approach
H Kim, J Kim, W Shin, H Yang, N Lee, SJ Kim, J Lee
IEEE Access 8, 179678-179691, 2020
42020
RL-based transmission completion time minimization with energy harvesting for time-varying channels
H Kim, W Shin, H Yang, J Lee
2020 IEEE International Conference on Communications Workshops (ICC …, 2020
22020
Shallow reinforcement learning for energy harvesting communications with imperfect channel knowledge
H Kim, J Lee, W Shin, HV Poor
IEEE Journal of Selected Topics in Signal Processing 15 (5), 1258-1271, 2021
12021
An Efficient Neural Network Architecture for Rate Maximization in Energy Harvesting Downlink Channels
H Kim, T Cho, J Lee, W Shin, HV Poor
2020 IEEE International Symposium on Information Theory (ISIT), 2498-2503, 2020
2020
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Articles 1–8