Megumi Kaneko

J-GLOBAL         Last updated: Oct 15, 2019 at 15:02
 
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Name
Megumi Kaneko
E-mail
megkanekonii.ac.jp
Affiliation
National Institute of Informatics
Section
Information Systems Architecture Science Research Division
Job title
Associate Professor
Degree
HDR (Habilitation à Diriger des Recherches)(Paris-Sud University, France), Ph.D.(Aalborg University, Denmark)

Research Areas

 
 

Academic & Professional Experience

 
May 2017
   
 
Habilitation à Diriger des Recherches (HDR), Laboratoire de Recherche en Informatique (LRI), Paris-Saclay University/Paris-Sud University
 
Apr 2016
 - 
Today
Associate Professor, Information Systems Architecture Science Research Division, National Institute of Informatics
 
May 2016
 - 
Jun 2016
Invited Professor, Laboratoire de Recherche en Informatique (LRI), Paris-Sud University
 
Sep 2010
 - 
Mar 2016
Assistant Professor, Graduate School of Informatics, Kyoto University
 
May 2012
 - 
Jul 2012
Digiteo Guest Professor, Laboratoire de Recherche en Informatique (LRI), Paris-Sud University
 

Committee Memberships

 
Sep 2019
 - 
Today
IEEE Communication Letters  Editor
 
May 2018
 - 
Today
IEICE Radio Communication Systems Conference  Technical Committee Member
 
Jun 2017
 - 
Today
IEICE Transactions on Communications  Associate Editor
 
May 2014
 - 
Today
IEICE Communication Quality Conference  Technical Committee Member
 
Apr 2019
 - 
May 2020
IEEE VTC-Spring 2020  Symposium Track Lead co-Chair, "Applications of Artificial Intelligence with Machine Learning"
 

Awards & Honors

 
Apr 2019
The Young Scientists’ Prize, from the Minister of Education, Culture, Sports, Science and Technology of Japan
 
Sep 2018
Distinguished Contributions Award, IEICE Communications Society
 
Apr 2016
Research Grant, Inamori Foundation
 
Mar 2012
27th Telecom System Technology Award, Telecommunications Advancement Foundation, Japan
 
Oct 2011
WPMC 2011 Best Paper Award
 
Mar 2011
10th Funai Young Researcher's Award, The Funai Foundation
 
Dec 2009
IEEE Globecom Best Paper Award, IEEE Communication Society
 
Sep 2009
11th Ericsson Young Scientist Award 2009, Ericsson Japan
 
Sep 2002
Outstanding student scholarship, Georges Besse Foundation, France
 

Published Papers

 
Reinforcement Learning-aided Distributed User-to-Access Points Association in Interfering Networks
T. H. L. Dinh, M. Kaneko, K. Wakao, H. Abeysekera, Y. Takatori
Proc. of IEEE Globecom 2019   1-6   Dec 2019   [Refereed]
Adaptive Beamforming and User Association in Heterogeneous Cloud Radio Access Networks: a Mobility-Aware Performance-Cost Trade-Off
T.D. Ha, L. Boukhatem, M. Kaneko, N. Nguyen-Thanh and S. Martin,
Elsevier Computer Networks   (160) 130-143   Sep 2019   [Refereed]
Adaptive Fuzzy Game-based Energy Efficient Localization in Underwater Sensor Networks
Y. Yuan, C. Liang, M. Kaneko, L. Pu, X. Fu
Proc. of ACM SIGCOMM 2019 Conference Posters and Demos (SIGCOMM '19 Posters and Demos)   119-121   Aug 2019   [Refereed]
Spreading Factor Allocation Strategy for LoRa Networks under Imperfect Orthogonality
Licia Amichi, Megumi Kaneko, Nancy El Rachkidy, Alexandre Guitton
Proc. of IEEE International Conference on Communications (IEEE ICC 2019)   1-7   May 2019   [Refereed]
Joint Allocation Strategies of Power and Spreading Factors with Imperfect Orthogonality in LoRa Networks
L. Amichi, M. Kaneko, E. H. Fukuda, N. El Rachkidy, A. Guitton
arXiv      Apr 2019
Collision Resolution Protocol for Delay and Energy Efficient LoRa Networks
Nancy El Rachkidy, Alexandre Guitton, Megumi Kaneko
IEEE Transactions on Green Communications and Networking   3(2) 535-551   Jun 2019   [Refereed]
Interference Management in NOMA-based Fog-Radio Access Networks via Joint Scheduling and Power Adaptation
Itsikiantsoa Randrianantenaina, Megumi Kaneko, Hayssam Dahrouj, Hesham ElSawy, Mohamed-Slim Alouini
arXiv      Feb 2019
User Pre-Scheduling and Beamforming with Imperfect CSI for Future Cloud/Fog-Radio Access Networks
M. Kaneko, L. Boukhatem, N. Pontois and T.H.L Dinh
IEICE Transactions on Communications   E 102.B(7) 1230-1239   Jul 2019   [Refereed][Invited]
Power and Beam Optimization for Uplink Millimeter-Wave Hotspot Communication Systems
Rafail Ismayilov, Bernd Holfeld, Renato L. G. Cavalcante and Megumi Kaneko
Proc. of IEEE Wireless Communications and Networking Conference (IEEE WCNC 2019)   1-7   Apr 2019   [Refereed]
Uplink Power Control and Ergodic Rate Characterization in FD Cellular Networks: A Stochastic Geometry Approach
Itsikiantsoa Randrianantenaina, Hesham Elsawy, Hayssam Dahrouj, Megumi Kaneko and Mohamed-Slim Alouini
IEEE Transactions on Wireless Communications   18(4) 2093-2110   Apr 2019   [Refereed]
Energy-Efficient User Association and Beamforming for 5G Fog Radio Access Networks
Thi Ha Ly Dinh, Megumi Kaneko and Lila Boukhatem
Proc. of 16th IEEE Annual Consumer Communications & Networking Conference (IEEE CCNC)   1-6   Jan 2019   [Refereed]
Joint Scheduling and Power Adaptation in NOMA-based Fog-Radio Access Networks
Itsikiantsoa Randrianantenaina, Megumi Kaneko, Hayssam Dahrouj, Hesham Elsawy and Mohamed-Slim Alouini
IEEE Globecom 2018      Dec 2018   [Refereed]
An Advanced Mobility-Aware Algorithm for Joint Beamforming and Clustering in Heterogeneous Cloud Radio Access Network
T.D. Ha, L. Boukhatem, M. Kaneko and S. Martin
the 21st ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM’18),      Oct 2018   [Refereed]
Collision Resolution Protocol for Delay and Energy Efficient LoRa Networks
Nancy El Rachkidy, Alexandre Guitton, Megumi Kaneko
arXiv:1809.09470 [cs.NI]      Sep 2018
Adaptive Beam-Frequency Allocation Algorithm with Position Uncertainty for Millimeter-Wave MIMO Systems
R. Ismayilov, M. Kaneko, T. Hiraguri and K. Nishimori
IEEE VTC-Spring   1-5   Jun 2018   [Refereed]
Decoding Superposed LoRa Signals
Nancy El Rachkidy, Alexandre Guitton, Megumi Kaneko
the 43rd IEEE Conference on Local Computer Networks (IEEE LCN 2018)      Oct 2018   [Refereed]
Topology Control for Energy-Efficient Localization in Mobile Underwater Sensor Networks using Stackelberg Game
Yali Yuan, Chencheng Liang, Megumi Kaneko, Xu Chen, Dieter Hogrefe
IEEE Transactions on Vehicular Technology   68(2) 1487-1500   Feb 2019   [Refereed]
LoRa Throughput Analysis with Imperfect Spreading Factor Orthogonality
Antoine Waret, Megumi Kaneko, Alexandre Guitton, Nancy El Rachkidy
IEEE Wireless Communications Letters   8(2) 408-411   Apr 2019   [Refereed]
User Pre-Scheduling and Beamforming with Outdated CSI in 5G Fog Radio Access Networks
Nicolas Pontois, Megumi Kaneko, Thi Ha Ly Dinh, Lila Boukhatem
IEEE Globecom 2018      Dec 2018   [Refereed]
An Optimized Link Layer Design for Communication-based Train Control Systems using WLAN
Q. Dong, K. Hayashi and M. Kaneko
IEEE Access   6 6865-6877   2018   [Refereed]

Misc

 
A Q-Learning-based User-to-Multiple Access Point Association Method for Heterogeneous Quality of Service Provision
Thi Ha Ly Dinh・Megumi Kaneko(NII)・Keisuke Wakao・Hirantha Abeysekera・Yasushi Takatori(NTT)
IEICE General Conference      Mar 2019
[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   205   Mar 2019   [Invited]
Energy-Efficient Radio Resource Optimization in 5G Fog Radio Access Networks
Thi Ha Ly Dinh, Megumi Kaneko, Lila Boukhatem
RCS2018-131   1-6   Aug 2018
[Special Invited Talk] Radio Resource Allocation and Interference Management for Cloud Radio Access Networks
Megumi Kaneko
CS2018-6, CQ2018-14   29-34   Apr 2018   [Invited]
[Special Invited Talk] Study of 3-dimensional drones for mesh network control
T. Hiraguri, K. Nishimori, A. Nakao, M. Kaneko, T. Kimura, T. Matsuda
CQ2017-55   27-30   Aug 2017   [Invited]
Graph-based Signal Restoration for Energy Harvesting Wireless Sensor Networks
Megumi Kaneko, Gene Cheung, Weng-Tai Su, Chia-Wen Lin
CQ2017-63   117(185) 69-74   Aug 2017
An Adaptive Modulation and Coding scheme for Communication-Based Train control systems using WLAN
QiSheng Dong, Kazunori Hayashi, Megumi Kaneko
2016-10-CQ      Oct 2016
Throughput Analysis of CSMA with Imperfect Collision Detection in WLAN Systems
Megumi Kaneko, Tomoo Hirose
CQ2016-70   117-121   Aug 2016
A Study on beamforming methods in Cloud Radio Access Networks with fronthaul link constraints
Ryota Katsuki, Megumi Kaneko, Kazunori Hayashi
2016-08-CQ   57-62   Aug 2016
Semi-Distributed Inter-Cell Interference Coordination Based on Partial CSI Sharing in HetNets Employing Cell Range Expansion
Takuya Kamenosono, Megumi Kaneko, Kazunori Hayashi, Lila Boukhatem
2016-01-RCC   17-22   Jan 2016

Conference Activities & Talks

 
A Q-Learning-based User-to-Multiple Access Point Association Method for Heterogeneous Quality of Service Provision
Thi Ha Ly Dinh, Megumi Kaneko, Keisuke Wakao, Hirantha Abeysekera, Yasushi Takatori
IEICE General Conference   22 Mar 2019   
[Invited Lecture] A Reinforcement Learning Framework for User-to-Access Points Association in Future Wireless Networks [Invited]
Megumi Kaneko, Thi Ha Ly Dinh, Keisuke Wakao, Hirantha Abeysekera, Yasushi Takatori
IEICE Radio Communication Systems Conference   8 Mar 2019   
Wireless Resource Allocation Optimization and Interference Management for 5G/IoT Networks
Megumi Kaneko
ROIS Young Researchers' Crosstalk   20 Nov 2018   
Radio Resource Allocation and Interference Management for 5G Cloud/Fog Radio Access Networks [Invited]
Megumi Kaneko
Seminar at LIP6, Sorbonne University, Paris, France   22 Jun 2018   
[Special Invited Talk] Radio Resource Allocation and Interference Management for Cloud-Assisted Radio Access Networks [Invited]
Megumi Kaneko
IEICE Communications Quality Conference   20 Apr 2018   

Association Memberships

 
 

Research Grants & Projects

 
Robust Nonlinear Optimization for Efficient Resource Utilization in Future Radio Access Networks with Channel Uncertainties
National Institute of Informatics: NII Collaborative Project 2019
Project Year: Apr 2019 - Mar 2020    Investigator(s): Ellen Hidemi Fukuda, Megumi Kaneko
Non-Orthogonal Resource Allocation in 5G Cloud Radio Access Networks
Japan Society for the Promotion of Science: JSPS Grant-in-Aid for Scientific Research no. 17K06453
Project Year: Apr 2017 - Mar 2020    Investigator(s): Megumi Kaneko
Massive MIMO techniques for 3D Drone Mesh Networks
Japan Society for the Promotion of Science: JSPS Grant-in-Aid for Scientific Research no.17H01738
Project Year: Apr 2017 - Mar 2020    Investigator(s): Takefumi Hiraguri, Akihiro Nakao, Kentaro Nishimori, Megumi Kaneko, Tomotaka Kimura, Takahiro Matsuda
Renewable energy-aware NOMA-based radio resource allocation for cloud-assisted future wireless access networks
Centre National de la Recherche Scientifique (CNRS), France: CNRS PICS (Projet International de Coopération Scientifique) Grant
Project Year: Jan 2017 - Dec 2019    Investigator(s): Lila Boukhatem, Megumi Kaneko
Machine Learning-based Radio Environment Prediction Methods for Enabling Distributed Wireless Systems
NTT Access Network Service Systems Laboratories, Wireless Access Systems Project: NTT Collaboration Project
Project Year: Jun 2018 - Mar 2019    Investigator(s): Megumi Kaneko

Patents

 
特願2019-033386 : Apparatus and Methods for Wireless Communications
Megumi Kaneko, Thi Ha Ly Dinh, Keisuke Wakao, Hirantha Abeysekera, Yasushi Takatori
特願2019-033385 : Wireless Communication System, Wireless Terminal, Centralized Controller and Wireless Communication Methods
Megumi Kaneko, Thi Ha Ly Dinh, Keisuke Wakao, Hirantha Abeysekera, Yasushi Takatori
特許US 2007/0237167 A1 : Method for Transmitting/Receiving Data in Communication System
M. Kaneko ; P. Popovski ; J.M. Ro ;E.T. Lim ; Y.K. Cho ; D.S. Park
特許KR2007-0017821 : Apparatus and Method for Path Selection in Broadband Wireless Communication System
M. Kaneko ; P. Popovski ; Y. Chang ; E.T. Lim ; P. Joo ; C. Oh ; S. Shan ; Y.H. Park
特許US2008/0205323 A1 : Apparatus and Method for Resource Allocation Considering Buffering in Relay Wireless Communication System
M. Kaneko ; P. Popovski ; Y. Chang ; E.T. Lim ;P. Joo ; C. Oh ; S. Shan ; Y.H. Park