most citedVariational Autoencoder Generative Adversarial Network for Synthetic Data Generation in Smart Home

7 citations · 12 across the 5 of their papers we have counts for

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eess.SY2022★ 2 cited

Deep Reinforcement Learning-based Radio Resource Allocation and Beam Management under Location Uncertainty in 5G mmWave Networks

Yujie Yao, Hao Zhou, Melike Erol-Kantarci

Millimeter Wave (mmWave) is an important part of 5G new radio (NR), in which highly directional beams are adapted to compensate for the substantial propagation loss based on UE loc…

eess.SY2021

Smart Home Energy Management: Sequence-to-Sequence Load Forecasting and Q-Learning

Mina Razghandi, Hao Zhou, Melike Erol-Kantarci +1

A smart home energy management system (HEMS) can contribute towards reducing the energy costs of customers; however, HEMS suffers from uncertainty in both energy generation and con…