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Distributed Radio Resource management for Hyper Dense HetNet

Research Project

Project/Area Number 15K18062
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Communication/Network engineering
Research InstitutionTohoku University

Principal Investigator

Mehbodniya Abolfazl  東北大学, 電気通信研究機構, 産学官連携研究員 (80700210)

Project Period (FY) 2015-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2016: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2015: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Keywords5G / resource allocation / wireless communications / energy-efficiency / spectral efficiency
Outline of Final Research Achievements

In this research, we focused on the challenging task of designing energy-efficient radio resource management (RRM) modules for hyper dense heterogeneous networks (HDHNs). In brief, the following tasks were fulfilled: (I) Developing velocity estimation algorithms with high accuracy for HDHNs (II) Designing a fuzzy logic based cell-selection and handover algorithm for HDHNs (III) Aiming at improving the energy-efficiency (EE) and spectral-Efficiency (SE) of HDHNs (IV) Developing a smart phone application for wireless data collection, to verify the performance of RRM algorithms.
For instance, one of proposed RRM algorithms was an intelligent and energy-efficient user association algorithm based on base station (BS)’s estimated load and signal to interference and noise ratio (SINR). Simulation results show that this algorithm yields significant performance gains up to 26.4% and 22% compared to the benchmark in terms of average energy consumption and BS load, respectively.

Report

(3 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • Research Products

    (30 results)

All 2017 2016 2015

All Journal Article (7 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 7 results,  Open Access: 1 results) Presentation (22 results) (of which Int'l Joint Research: 8 results,  Invited: 4 results) Book (1 results)

  • [Journal Article] Distributed Learning for Energy-Efficient Resource Management in Self-Organizing Heterogeneous Networks2017

    • Author(s)
      A. Hajijamali, A. Mehbodniya, M. J. Omidi, W. Saad, F. Adachi and I. Guvenc
    • Journal Title

      IEEE Transactions on Vehiculat Technology

      Volume: 99 Pages: 1-15

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Online Ski Rental for ON/OFF Scheduling of Energy Harvesting Base Stations2017

    • Author(s)
      Gilsoo Lee; Walid Saad, Mehdi Bennis, Abolfazl Mehbodniya, Fumiyuki Adachi
    • Journal Title

      IEEE Transactions on Wireless Communications

      Volume: 99 Issue: 5 Pages: 1-10

    • DOI

      10.1109/twc.2017.2672964

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Fuzzy Based Game Theoretic Mobility Management for Energy Efficient Operation in HetNets2017

    • Author(s)
      Karthik Vasudeva, Sener Dikmese, Ismail Guvenc, Abolfazl Mehbodniya, Walid Saad, Fumiyuki Adachi
    • Journal Title

      IEEE Access Journal

      Volume: 99 Pages: 1-10

    • DOI

      10.1109/access.2017.2689061

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A Distributed Learning Based User Association for Heterogeneous Networks2017

    • Author(s)
      A. Hajijamali, M.J. Omidi, A. Mehbodniya, F. Adachi
    • Journal Title

      Transactions on Emerging Telecommunications Technologies

      Volume: 99 Pages: 1-15

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Interference-aware channel segregation based dynamic channel assignment in HetNet2016

    • Author(s)
      R. Sugai, A. Mehbodniya, F. Adachi
    • Journal Title

      IEICE Communications Express

      Volume: 5 Issue: 8 Pages: 260-265

    • DOI

      10.1587/comex.2016XBL0078

    • NAID

      130005256048

    • ISSN
      2187-0136
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Decentralized Energy Allocation for Wireless Networks with Renewable Energy Powered Base Stations2015

    • Author(s)
      D. Li, W. Saad, I. Guvenc, A. Mehbodniya and F. Adachi,
    • Journal Title

      IEEE Transactions on Wireless Communications

      Volume: 63 Issue: 6 Pages: 2126-2142

    • DOI

      10.1109/tcomm.2015.2424242

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Sojourn Time Based Velocity Estimation in Small Cell Poisson Networks2015

    • Author(s)
      A. Merwaday, I. Guvenc, W. Saad, A. Mehbodniya, F. Adachi,
    • Journal Title

      IEEE Communications Letters

      Volume: 20 Issue: 2 Pages: 340-343

    • DOI

      10.1109/lcomm.2015.2501822

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Presentation] Online Ski Rental for Scheduling Self-Powered, Energy Harvesting Small Base Stations2016

    • Author(s)
      G. Lee, W. Saad, M. Bennis, A. Mehbodniya, F. Adachi
    • Organizer
      IEEE International conference on Communications (ICC)
    • Place of Presentation
      Kuala Lumpur, Malaysia
    • Year and Date
      2016-05-25
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Dynamic Resources Allocation Based on Learning Algorithm for Dense HetNets2016

    • Author(s)
      A. Hajijamali, A. Mehbodniya, M. J. Omidi, F. Adachi,
    • Organizer
      電子情報通信学会無線通信システム研究会 (RCS)
    • Place of Presentation
      関西学院大学(大阪梅田)
    • Year and Date
      2016-01-19
    • Related Report
      2015 Research-status Report
  • [Presentation] Learning-Based Joint Power and Channel Assignment for Hyper Dense 5G Networks2016

    • Author(s)
      A. Hajijamali, A. Mehbodniya, M. Omidi, F. Adachi
    • Organizer
      IEEE International conference on Communications (ICC)
    • Place of Presentation
      Kuala Lumpur, Malaysia
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Energy- and Spectral-Efficiency Tradeoff in HetNet with Non-Uniform BS and UE distribution2016

    • Author(s)
      A. Mehbodniya, R. Yoneya, F. Adachi
    • Organizer
      電子情報通信学会無線通信システム研究会 (RCS)
    • Place of Presentation
      沖縄県琉球大学
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Study of Energy- and Spectral-Efficiency for Dense HetNet Scenario with Non-Unifom BS and UE distribution2016

    • Author(s)
      R. Yoneya, A. Mehbodniya, F. Adachi
    • Organizer
      13th IEEE Asia Pacific Wireless Communications Symposium (IEEE VTS APWCS 2016)
    • Place of Presentation
      Tokyo, Japan
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Distributed Load Balancing User Association and Self-Organizing Resource Allocation in HetNets2016

    • Author(s)
      A. Hajijamali, A. Mehbodniya, M. J. Omidi, F. Adachi
    • Organizer
      IEEE Vehicular Technology Conference, (VTC-Fall)
    • Place of Presentation
      Montreal, QC, Canada
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Towards joint user association and self-organizing resource allocation in HetNets2016

    • Author(s)
      A. Hajijamali, A. Mehbodniya, M. J. Omidi, F. Adachi
    • Organizer
      電子情報通信学会無線通信システム研究会 (RCS)
    • Place of Presentation
      YRP(横須賀)
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Improving energy efficiency from the perspective of the number of energy-saving modes2016

    • Author(s)
      A. Hajijamali, A. Mehbodniya, M. J. Omidi, F. Adachi
    • Organizer
      電子情報通信学会無線通信システム研究会 (RCS)
    • Place of Presentation
      京都市国際交流会館
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Online Channel Allocation for Full-Duplex Device-to-Device Communications2016

    • Author(s)
      G. Lee, W. Saad, M. Bennis, A. Mehbodniya, F. Adachi,
    • Organizer
      the first International Workshop on Full Duplex Wireless Communications collocated with (GLOBECOM 2016)
    • Place of Presentation
      Washington, DC, USA
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Context Aware Medium Access Control for Buffer-Aided Multichannel Cognitive Networks2015

    • Author(s)
      M. Darabi, B. Maham, W. Saad, A. Mehbodniya, F. Adachi,
    • Organizer
      IEEE GLOBECOM 2015 - Workshop on Advances in Software Defined Radio Access Networks and Context-aware Cognitive Networks (SDRANCAN-2015)
    • Place of Presentation
      San Diego, CA (USA)
    • Year and Date
      2015-12-10
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] Towards intelligent energy-efficient hyper-dense wireless networks with trillions of devices2015

    • Author(s)
      Abolfazl Mehbodniya
    • Organizer
      Tutorial at SSCI Conference
    • Place of Presentation
      Cape Town (South Africa)
    • Year and Date
      2015-12-08
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] A Handoff Algorithm Based on Estimated Load for Dense Green 5G Networks2015

    • Author(s)
      A. HajiJamali, M. Omidi, A. Mehbodniya, F. Adachi,
    • Organizer
      IEEE Global Telecom. Conference, GLOBECOM
    • Place of Presentation
      San Diego, CA (USA)
    • Year and Date
      2015-12-07
    • Related Report
      2015 Research-status Report
  • [Presentation] Towards intelligent energy-efficient hyper-dense wireless networks with trillions of devices2015

    • Author(s)
      Abolfazl Mehbodniya
    • Organizer
      Tutorial at MICC Conference
    • Place of Presentation
      Kuching (Malaysia)
    • Year and Date
      2015-11-23
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] Towards intelligent energy-efficient hyper-dense wireless networks with trillions of devices2015

    • Author(s)
      Abolfazl Mehbodniya
    • Organizer
      Tutorial ISAP conference
    • Place of Presentation
      Hobart, Tasmania (Australia)
    • Year and Date
      2015-11-09
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] A Base Station Sleep Mode Algorithm Combined with a Channel Interference-Aware Channel Segregation in HetNet2015

    • Author(s)
      菅井 廉,Abolfazl Mehbodniya, 安達文幸
    • Organizer
      電子情報通信学会無線通信システム研究会 (RCS)
    • Place of Presentation
      沖縄県立博物館・美術館(那覇市)
    • Year and Date
      2015-11-06
    • Related Report
      2015 Research-status Report
  • [Presentation] An Evaluation of Handover Algorithms with Load Balancing for Heterogeneous Network2015

    • Author(s)
      米谷凜太郎,Abolfazl Mehbodniya,安達文幸
    • Organizer
      電子情報通信学会無線通信システム研究会 (RCS)
    • Place of Presentation
      沖縄県立博物館・美術館(那覇市)
    • Year and Date
      2015-11-06
    • Related Report
      2015 Research-status Report
  • [Presentation] A Load Balancing Handoff Algorithm for Green Wireless Networks2015

    • Author(s)
      A. Hajijamali, A. Mehbodniya, M. J. Omidi, F. Adachi,
    • Organizer
      電子情報通信学会無線通信システム研究会 (RCS)
    • Place of Presentation
      YRP(横須賀)
    • Year and Date
      2015-10-01
    • Related Report
      2015 Research-status Report
  • [Presentation] Interference-Aware Channel Segregation for HetNet Using Time- and Frequency-Division Channels2015

    • Author(s)
      菅井 廉,天間克弘,Abolfazl Mehbodniya,安達文幸
    • Organizer
      IEEE Dynamic Spectrum Access Networks 2015 (DYSPAN2015)
    • Place of Presentation
      Stockholm (Sweden)
    • Year and Date
      2015-09-29
    • Related Report
      2015 Research-status Report
  • [Presentation] Two Novel Handover Algorithms with Load Balancing for Heterogeneous Network2015

    • Author(s)
      米谷凜太郎,Abolfazl Mehbodniya,安達文幸
    • Organizer
      2015 IEEE 82th Vehicular Technology Conference (VTC2015-Fall)
    • Place of Presentation
      Boston, MA (USA)
    • Year and Date
      2015-09-07
    • Related Report
      2015 Research-status Report
  • [Presentation] Joint machine-type device selection and power allocation for buffer-aided cognitive M2M communication,2015

    • Author(s)
      M. Darabi, B. Maham, W. Saad, A. Mehbodniya, F. Adachi,
    • Organizer
      IEEE 26th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC)
    • Place of Presentation
      Hong Kong (China)
    • Year and Date
      2015-08-30
    • Related Report
      2015 Research-status Report
  • [Presentation] Decentralized Radio Resource Management for Dense Heterogeneous Networks2015

    • Author(s)
      F. Adachi, A. Mehbodniya, R. Sugai, and R. Yoneya,
    • Organizer
      12th IEEE Vehicular Technology Society Asia Pacific Wireless Communications Symposium (APWCS 2015)
    • Place of Presentation
      Singapore (Singapore)
    • Year and Date
      2015-08-20
    • Related Report
      2015 Research-status Report
  • [Presentation] Energy-efficient dynamic spectrum access in wireless heterogeneous networks2015

    • Author(s)
      A. Mehbodniya, K. Temma, R. Sugai, W. Saad, I. Guvenc, F. Adachi,
    • Organizer
      IEEE International Conference on Communication Workshop (ICCW)
    • Place of Presentation
      London (UK)
    • Year and Date
      2015-06-12
    • Related Report
      2015 Research-status Report
  • [Book] Decentralized Radio Resource Management for Dense Heterogeneous Wireless Networks, Chapter in Book "Key Technologies for 5G Wireless Systems"2017

    • Author(s)
      A. Mehbodniya, F. Adachi
    • Publisher
      Cambridge University Press
    • Related Report
      2016 Annual Research Report

URL: 

Published: 2015-04-16   Modified: 2018-03-22  

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