Publication (5)

Journal (3)

• Frodouard Minani, Makoto Kobayashi, Takuya Fujihashi, Md. Abdul Alim, Shunsuke Saruwatari, Masahiro Nishi, and Takashi Watanabe
  "Hybrid Semantic-Bit Communications for NTN Downlinks: A Hierarchical Multi-Agent DRL Approach"
  IEEE Open Journal of the Communications Society (OJ-COMS), Vol.6, No.pp, pp.1–32, 2025. internal url

• Frodouard Minani, Makoto Kobayashi, Takuya Fujihashi, Md. Abdul Alim, Shunsuke Saruwatari, Masahiro Nishi, and Takashi Watanabe
  "Channel Prediction and Fair Resource Allocation for NTN Uplinks by LSTM and Deep Reinforcement Learning"
  IEEE Transactions on Wireless Communications, Vol.24, No.10, pp.8311–880, 2025. internal url

• Frodouard Minani, Makoto Kobayashi, Takuya Fujihashi, Md. Abdul Alim, Shunsuke Saruwatari, Masahiro Nishi, and Takashi Watanabe
  "Resource Allocation for Semantic Communication in NTN Downlinks"
  IEEE Transactions on Cognitive Communications and Networking (IEEE TCCN), Vol.12, No.xx, pp.1–21, 2025. internal url

International Conference (2)

• Frodouard Minani, Makoto Kobayashi, Takuya Fujihashi, Md. Abdul Alim, Shunsuke Saruwatari, Takashi Watanabe
  "QoSem-based Resource Allocation for Semantic Communication in NTN Downlinks"
  IEEE Global Communications Conference 2024, pp.1–6, 2024. internal url

• Frodouard Minani, Makoto Kobayashi, Takuya Fujihashi, Md. Abdul Alim, Shunsuke Saruwatari, Masahiro Nishi, and Takashi Watanabe
  "A Fundamental Discussion on Reward-Based Reinforcement Learning for Uplink Resource Allocation in NTN"
  2023 Fourteenth International Conference on Mobile Computing and Ubiquitous Networking (ICMU), pp.1–6, 2023. internal url