Hao-Hsuan Chang

Distributive Dynamic Spectrum Access Through Deep Reinforcement Learning: A Reservoir Computing-Based Approach

Hao-Hsuan Chang, Hao Song, Yang Yi et al. · IEEE Internet of Things Journal · 2018 · 219 citations · Full text

Computing, Computer Science, Computer Systems +17

Deep Residual Learning Meets OFDM Channel Estimation

Lianjun Li, Hao Chen, Hao-Hsuan Chang et al. · IEEE Wireless Communications Letters · 2019 · 164 citations

Computing, Electrical Engineering, Machine Learning +16

Learning for Detection: MIMO-OFDM Symbol Detection Through Downlink Pilots

Zhou Zhou, Lingjia Liu, Hao-Hsuan Chang · IEEE Transactions on Wireless Communications · 2020 · 61 citations · Full text

Engineering, Computer Science, Electrical Engineering +16

Deep Echo State Q-Network (DEQN) and Its Application in Dynamic Spectrum Sharing for 5G and Beyond

Hao-Hsuan Chang, Lingjia Liu, Yang Yi · IEEE Transactions on Neural Networks and Learning Systems · 2020 · 60 citations

Computing, Computer Science, Computer Systems +17

Federated Multi-Agent Deep Reinforcement Learning (Fed-MADRL) for Dynamic Spectrum Access

Hao-Hsuan Chang, Yifei Song, Thinh T. Doan et al. · IEEE Transactions on Wireless Communications · 2023 · 36 citations

Computing, Computer Science, Computer Systems +16