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 Conference Papers (Available on Advance Programs)  (Sort by: Date Descending)
 Results 1 - 6 of 6  /   
Committee Date Time Place Paper Title / Authors Abstract Paper #
RCS, NS
(Joint)		 2021-12-17
14:30		 Nara Nara-ken Bunka Kaikan and Online
(Primary: On-site, Secondary: Online)		 [Invited Lecture] Energy-Efficient DQN-based User Association for Sub6GHz/mmWave Networks
Megumi Kaneko, Thi Ha Ly Dinh (NII), Keisuke Wakao, Kenichi Kawamura, Takatsune Moriyama, Yasushi Takatori (NTT) NS2021-109 RCS2021-192		 This work investigates the design of an energy-efficient Deep Q-Network (DQN) implemented at the user device, whose purp... [more] NS2021-109 RCS2021-192
p.65(NS), p.88(RCS)
NS 2020-10-09
13:25		 Online Online [Invited Lecture] Deep Reinforcement Learning-based User-to-Multiple Access Points Association Method for Heterogeneous Quality of Service Provision
Thi Ha Ly Dinh, Megumi Kaneko (NII), Keisuke Wakao, Kenichi Kawamura, Takatsune Moriyama, Hirantha Abeysekera, Yasushi Takatori (NTT) NS2020-71		  [more] NS2020-71
pp.81-85
CQ 2020-09-04
15:40		 Osaka Osaka University Nakanoshima Center
(Primary: On-site, Secondary: Online)		 [Invited Talk] User Association and Beamforming in Sub6GHz/mmWave Integrated Networks: a Deep Reinforcement Learning Framework
Megumi Kaneko, Thi Ha Ly Dinh (NII), Keisuke Wakao, Kenichi Kawamura, Takatsune Moriyama, Hirantha Abeysekera, Yasushi Takatori (NTT) CQ2020-44		  [more] CQ2020-44
p.53
RCS, SR, SRW
(Joint)		 2020-03-06
13:30		 Tokyo Tokyo Institute of Technology
(Cancelled but technical report was issued)		 [Poster Presentation] Reinforcement Learning-based User-to-Access Points Association in Sub-6 GHz/mmWave Integrated Networks
Thi Ha Ly Dinh, Megumi Kaneko (NII), Keisuke Wakao, Kenichi Kawamura, Takatsune Moriyama, Hirantha Abeysekera, Yasushi Takatori (NTT) RCS2019-401 SR2019-135 SRW2019-85		  [more] RCS2019-401 SR2019-135 SRW2019-85
pp.401-402(RCS), pp.125-126(SR), pp.125-126(SRW)
RCS, SR, SRW
(Joint)		 2019-03-08
09:50		 Kanagawa YRP [Invited Lecture] A Reinforcement Learning Framework for User-to-Access Points Association in Future Wireless Networks
Megumi Kaneko, Thi Ha Ly Dinh (NII), Keisuke Wakao, Hirantha Abeysekera, Yasushi Takatori (NTT) RCS2018-322		 This work investigates the issue of distributed user-to-multiple Acess Points (AP) association, where a user requiring s... [more] RCS2018-322
p.205
SAT, RCS
(Joint)		 2018-08-09
10:30		 Iwate Iwate University Energy-Efficient Radio Resource Optimization in 5G Fog Radio Access Networks
Thi Ha Ly Dinh, Megumi Kaneko (NII), Lila Boukhatem (UPS/CNRS) RCS2018-131		 Recently, Fog-RANs have been introduced as the evolution of Cloud Radio Access Networks (CRAN) for enabling edge computi... [more] RCS2018-131
pp.1-6
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