Distributed user-to-multiple access points association through deep learning for beyond 5G
Dinh, Thi Ha Ly, Kaneko, Megumi, Wakao, Keisuke, Kawamura, Kenichi, Moriyama, Takatsune, Abeysekera, Hirantha, Takatori, Yasushi
Published in Computer networks (Amsterdam, Netherlands : 1999) (09.10.2021)
Published in Computer networks (Amsterdam, Netherlands : 1999) (09.10.2021)
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Journal Article
Device Selection and Beamforming Optimization in Large-Scale mmWave IoT Networks
Dinh, Thi Ha Ly, Kaneko, Megumi, Fujii, Kaito
Published in IEEE internet of things journal (15.12.2022)
Published in IEEE internet of things journal (15.12.2022)
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Journal Article
Efficient approximation approaches to minimal exposure path problem in probabilistic coverage model for wireless sensor networks
Binh, Huynh Thi Thanh, Binh, Nguyen Thi My, Ngoc, Nguyen Hong, Ly, Dinh Thi Ha, Nghia, Nguyen Duc
Published in Applied soft computing (01.03.2019)
Published in Applied soft computing (01.03.2019)
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Journal Article
MuLeS: A Multi-Client Learning-Based MPQUIC Scheduler
Nguyen, Thanh Trung, Vu, Minh Hai, Ly Dinh, Thi Ha, Nguyen, Phi Le, Nguyen, Kien
Published in 2024 IEEE 21st Consumer Communications & Networking Conference (CCNC) (06.01.2024)
Published in 2024 IEEE 21st Consumer Communications & Networking Conference (CCNC) (06.01.2024)
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Conference Proceeding
User Pre-Scheduling and Beamforming with Outdated CSI in 5G Fog Radio Access Networks
Pontois, Nicolas, Kaneko, Megumi, Thi Ha Ly Dinh, Boukhatem, Lila
Published in 2018 IEEE Global Communications Conference (GLOBECOM) (01.12.2018)
Published in 2018 IEEE Global Communications Conference (GLOBECOM) (01.12.2018)
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Conference Proceeding
Deep Reinforcement Learning-based User Association in Sub6GHz/mmWave Integrated Networks
Ly Dinh, Thi Ha, Kaneko, Megumi, Wakao, Keisuke, Kawamura, Kenichi, Moriyama, Takatsune, Abeysekera, Hirantha, Takatori, Yasushi
Published in 2021 IEEE 18th Annual Consumer Communications & Networking Conference (CCNC) (09.01.2021)
Published in 2021 IEEE 18th Annual Consumer Communications & Networking Conference (CCNC) (09.01.2021)
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Conference Proceeding
Energy-Efficient User Association and Beamforming for 5G Fog Radio Access Networks
Dinh, Thi Ha Ly, Kaneko, Megumi, Boukhatem, Lila
Published in 2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC) (01.01.2019)
Published in 2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC) (01.01.2019)
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Conference Proceeding
Energy Efficient Resource Allocation Optimization in Fog Radio Access Networks with Outdated Channel Knowledge
Thi Ha Ly Dinh, Kaneko, Megumi, Fukuda, Ellen Hidemi, Boukhatem, Lila
Published in arXiv.org (25.09.2020)
Published in arXiv.org (25.09.2020)
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Paper
Journal Article
Towards an Energy-Efficient DQN-based User Association in Sub6GHz/mmWave Integrated Networks
Dinh, Thi Ha Ly, Kaneko, Megumi, Wakao, Keisuke, Kawamura, Kenichi, Moriyama, Takatsune, Takatori, Yasushi
Published in 2021 17th International Conference on Mobility, Sensing and Networking (MSN) (01.01.2021)
Published in 2021 17th International Conference on Mobility, Sensing and Networking (MSN) (01.01.2021)
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Conference Proceeding
FQ-SAT: A fuzzy Q-learning-based MPQUIC scheduler for data transmission optimization
Nguyen, Thanh Trung, Vu, Minh Hai, Dinh, Thi Ha Ly, Nguyen, Thanh Hung, Nguyen, Phi Le, Nguyen, Kien
Published in Computer communications (01.10.2024)
Published in Computer communications (01.10.2024)
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Journal Article
Reinforcement Learning-Aided Distributed User-to-Access Points Association in Interfering Networks
Dinh, Thi Ha Ly, Kaneko, Megumi, Wakao, Keisuke, Abeysekera, Hirantha, Takatori, Yasushi
Published in 2019 IEEE Global Communications Conference (GLOBECOM) (01.01.2019)
Published in 2019 IEEE Global Communications Conference (GLOBECOM) (01.01.2019)
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Conference Proceeding
User Pre-Scheduling and Beamforming with Imperfect CSI in 5G Fog Radio Access Networks
Pontois, Nicolas, Kaneko, Megumi, Thi Ha Ly Dinh, Boukhatem, Lila
Published in arXiv.org (04.02.2018)
Published in arXiv.org (04.02.2018)
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Paper
Journal Article
A Multi-Agent Risk-Averse Reinforcement Learning Method for Reliability Enhancement in Sub-6GHz/mmWave Mobile Networks
Kaneko, Megumi, Dinh, Thi Ha Ly, Shnaiwer, Yousef N., Kawamura, Kenichi, Murayama, Daisuke, Takatori, Yasushi
Published in IEEE wireless communications letters (19.07.2024)
Published in IEEE wireless communications letters (19.07.2024)
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Journal Article
Improving Reliability by Risk-Averse Reinforcement Learning over Sub6GHz/mmWave Integrated Networks
Dinh, Thi Ha Ly, Kaneko, Megumi, Kawamura, Kenichi, Moriyama, Takatsune, Takatori, Yasushi
Published in ICC 2022 - IEEE International Conference on Communications (16.05.2022)
Published in ICC 2022 - IEEE International Conference on Communications (16.05.2022)
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Conference Proceeding