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2015 Fiscal Year Annual Research Report

無線メッシュ・ネットワークのためのシミュレーション・システムとテストベッドの実装

Research Project

Project/Area Number 13J10376
Research InstitutionFukuoka Institute of Technology

Principal Investigator

小田 哲也  福岡工業大学, 工学研究科, 特別研究員(DC1)

Project Period (FY) 2013-04-01 – 2016-03-31
Keywords無線メッシュ・ネットワーク / テストベッド / Raspberry Pi / シミュレーション・システム / 遺伝的アルゴリズム / ns-3
Outline of Annual Research Achievements

無線メッシュ・ネットワーク(Wireless Mesh Network: WMN)はインフラを用いずに、無線LANをバックボーンとして使用するネットワークアーキテクチャであり、需要が高まっている本研究ではバックボーンとなるメッシュルータの配置を最適化することにより、通信性能を向上する事と、WMNテストベッドを用いた性能分析によって、WMNの特性を明らかにする事を目的としている。当該年度は、Raspberry Piに基づくWMNテストベッドを実装し、実装したメッシュルータ配置システムWMN-GAを用いた配置最適化シミュレーションと、ns-3を用いた通信シミュレーションを行った。実施した研究テーマを以下に示す。
1)Raspberry Piに基づくWMNテストベッドの実装
2)様々な環境を想定したWMNテストベッドの実験と性能評価
3)ネットワークシミュレータ(ns-3)を用いた通信シミュレーションと性能分析
各テーマについて述べる。1)では、Raspberry Piに基づくWMNテストベッドを実装した。本実装のために、複数のOSをRaspberry Piに搭載した。その際に用いたOSは、カーネルやブートローダをRaspberry Pi向けに改変した。その後、各OSの比較のためにWMNテストベッドを用いた実験を行ったが、バックグラウンドでプロセスの動作数が少ない組み込み型OSの方が、スループットが高く、遅延も小さい良好な実験結果が得られた。2)WMNテストベッドを用いた実験を実施した。実験シナリオとして、異種OS、モバイルノード、見通し内外距離、マルチフロー、分散型並行処理等を考慮した。どの実験シナリオにおいても、Raspberry Piを用いたWMNテストベッドの性能は、高いスループットが得られる事を明らかにしている。3)ネットワークシミュレータを用いて、通信シミュレーションを行った。その際のノードの配置は、WMN-GAを用いて最適化している。シミュレーションシナリオとして、異種キュー管理アルゴリズム、異種ルーティングプロトコル等を考慮した。

Research Progress Status

27年度が最終年度であるため、記入しない。

Strategy for Future Research Activity

27年度が最終年度であるため、記入しない。

  • Research Products

    (53 results)

All 2016 2015 Other

All Int'l Joint Research (3 results) Journal Article (10 results) (of which Peer Reviewed: 10 results) Presentation (40 results) (of which Int'l Joint Research: 40 results)

  • [Int'l Joint Research] Aleksander Moisiu University/Polytechnic University of Tirana(Albania)

    • Country Name
      Albania
    • Counterpart Institution
      Aleksander Moisiu University/Polytechnic University of Tirana
  • [Int'l Joint Research] Techical University of Catalonia(Spain)

    • Country Name
      Spain
    • Counterpart Institution
      Techical University of Catalonia
  • [Int'l Joint Research] University of Victoria(Canada)

    • Country Name
      Canada
    • Counterpart Institution
      University of Victoria
  • [Journal Article] Interface and Results Visualization of WMN-GA Simulation System: Evaluation for Exponential and Weibull Distributions Considering Different Transmission Rates2016

    • Author(s)
      A. Barolli, V. Loia, T. Oda, L. Barolli, F. Xhafa, M. Takizawa
    • Journal Title

      Computer Standards & Interfaces

      Volume: Vol. 44 Pages: 150-158

    • DOI

      10.1016/j.csi.2015.04.003

    • Peer Reviewed
  • [Journal Article] Implementation and Evaluation of a Fuzzy-Based Cluster-Head Selection System for Wireless Sensor Networks Considering Network Traffic2015

    • Author(s)
      D. Elmazi, E. Spaho, K. Matsuo, T. Oda, M. Ikeda and L. Barolli
    • Journal Title

      Journal of Mobile Multimedia

      Volume: Vol. 11, No. 1&2 Pages: 10-20

    • Peer Reviewed
  • [Journal Article] F3N: An Intelligent Fuzzy-based Cluster Head Selection System for WSNs and Its Performance Evaluation2015

    • Author(s)
      D. Elmazi, K. Matsuo, T. Oda, M. Ikeda and L. Barolli
    • Journal Title

      International Journal of Distributed Systems and Technologies

      Volume: Vol. 6, No. 2, Pages: 44-60

    • DOI

      10.4018/978-1-4666-8751-6.ch044

    • Peer Reviewed
  • [Journal Article] A Genetic Algorithm Based System for Wireless Mesh Networks: Analysis of System Data Considering Different Routing Protocols and Architectures2015

    • Author(s)
      Tetsuya Oda, Donald Elmazi, Admir Barolli, Shinji Sakamoto, Leonard Barolli, Fatos Xhafa
    • Journal Title

      Journal of Soft Computing

      Volume: online Pages: 1-14

    • DOI

      10.1007/s00500-015-1663-z

    • Peer Reviewed
  • [Journal Article] Analysis of Mesh Router Placement in Wireless Mesh Networks Using Friedman Test Considering Different Meta-heuristics2015

    • Author(s)
      Tetsuya Oda, Yi Liu, Shinji Sakamoto, Donald Elmazi, Leonard Barolli, Fatos Xhafa
    • Journal Title

      International Journal of Communication Networks and Distributed Systems

      Volume: Volume 15 Issue 1 Pages: 84-106

    • DOI

      10.1504/IJCNDS.2015.070289

    • Peer Reviewed
  • [Journal Article] Application of WMN-SA Simulation System for Node Placement in Wireless Mesh Networks: A Case Study for a Realistic Scenario2015

    • Author(s)
      S. Sakamoto, A. Lala, T.Oda, V. Kolici, L. Barolli, F. Xhafa
    • Journal Title

      International Journal of Mobile Computing and Multimedia Communications

      Volume: Vol. 6, No. 2 Pages: 13-21

    • DOI

      10.4018/ijmcmc.2014040102

    • Peer Reviewed
  • [Journal Article] A Web Interface for Wireless Mesh Networks Based on Heuristic Algorithms: Optimization and Analysis for Different Scenarios2015

    • Author(s)
      A. Lala, V. Kolici, Tetsuya Oda, Leonard Barolli, A. Barolli, Fatos Xhafa
    • Journal Title

      International Journal of Web and Grid Services

      Volume: Volume 11, Issue 3 Pages: 327-346

    • DOI

      10.1504/IJWGS.2015.070986

    • Peer Reviewed
  • [Journal Article] A Mobility-Aware Fuzzy-based System for Actor Selection in Wireless Sensor-Actor Networks2015

    • Author(s)
      Donald Elmazi, Elis Kulla, Keita Matsuo, Tetsuya Oda, Evjola Spaho, Leonard Barolli
    • Journal Title

      Journal of High Speed Networks

      Volume: vol. 21, no. 1 Pages: 15-25

    • DOI

      10.3233/JHS-150505

    • Peer Reviewed
  • [Journal Article] A Neural Network Based Intrusion Detection and User Identification System for Tor Networks: Performance Evaluation for Different Number of Hidden Units Using Friedman Test2015

    • Author(s)
      T. Ishitaki, T. Oda, Y. Liu, D. Elmazi, K. Matsuo, L. Barolli
    • Journal Title

      Journal of Mobile Multimedia

      Volume: Vol. 11, No. 3 & 4 Pages: 251-262

    • Peer Reviewed
  • [Journal Article] A Secure-Aware Call Admission Control Scheme for Wireless Cellular Networks Using Fuzzy Logic and Its Performance Evaluation2015

    • Author(s)
      T. Inaba, D. Elmazi, S. Sakamoto, T. Oda, M. Ikeda, L. Barolli
    • Journal Title

      Journal of Mobile Multimedi

      Volume: Vol. 11, No. 3 & 4 Pages: 213-222

    • Peer Reviewed
  • [Presentation] A QoS-aware Admission Control System for WLAN Using Fuzzy Logic2016

    • Author(s)
      T. Inaba, S. Sakamoto, T. Oda, M. Ikeda, L. Barolli
    • Organizer
      The 30-th IEEE International Conference on Advanced Information Networking and Applications (AINA-2016)
    • Place of Presentation
      Le Regent Congress Centre, Crans-Montana, Switzerland
    • Year and Date
      2016-03-23 – 2016-03-25
    • Int'l Joint Research
  • [Presentation] Design of an IoT-Based E-Learning Testbed2016

    • Author(s)
      M. Yamada, T. Oda, K. Matsuo, L. Barolli
    • Organizer
      The 30-th IEEE International Conference on Advanced Information Networking and Applications (AINA-2016)
    • Place of Presentation
      Le Regent Congress Centre, Crans-Montana, Switzerland
    • Year and Date
      2016-03-23 – 2016-03-25
    • Int'l Joint Research
  • [Presentation] Design of an Ambient Intelligence Testbed for Improving Quality of Life2016

    • Author(s)
      R. Obukata, T. Oda, L. Barolli
    • Organizer
      The 30-th IEEE International Conference on Advanced Information Networking and Applications (AINA-2016)
    • Place of Presentation
      Le Regent Congress Centre, Crans-Montana, Switzerland
    • Year and Date
      2016-03-23 – 2016-03-25
    • Int'l Joint Research
  • [Presentation] A Neural Network Based User Identification for Tor Networks: Data Analysis Using Friedman Test'2016

    • Author(s)
      T. Ishitaki, T. Oda, L. Barolli
    • Organizer
      The 30-th IEEE International Conference on Advanced Information Networking and Applications (AINA-2016)
    • Place of Presentation
      Le Regent Congress Centre, Crans-Montana, Switzerland
    • Year and Date
      2016-03-23 – 2016-03-25
    • Int'l Joint Research
  • [Presentation] Effect of Security Parameter for Selection of Actor Nodes in WSAN: A Comparison Study of Two Fuzzy-Based Systems2016

    • Author(s)
      D. Elmazi, S. Sakamoto, T. Oda, E. Kulla, E. Spaho, L. Barolli
    • Organizer
      The 30-th IEEE International Conference on Advanced Information Networking and Applications (AINA-2016)
    • Place of Presentation
      Le Regent Congress Centre, Crans-Montana, Switzerland
    • Year and Date
      2016-03-23 – 2016-03-25
    • Int'l Joint Research
  • [Presentation] Implementation of a New Replacement Method in WMN-PSO Simulation System and Its Performance Evaluation2016

    • Author(s)
      S. Sakamoto, T. Oda, M. Ikeda, L. Barolli, F. Xhafa
    • Organizer
      The 30-th IEEE International Conference on Advanced Information Networking and Applications (AINA-2016)
    • Place of Presentation
      Le Regent Congress Centre, Crans-Montana, Switzerland
    • Year and Date
      2016-03-23 – 2016-03-25
    • Int'l Joint Research
  • [Presentation] A GA-Based Simulation System for WMNs: Performance Analysis of WMN-GA System for Different WMN Architectures and Uniform Distribution Considering DCF and EDCA2016

    • Author(s)
      I. Shinko, T. Oda, E. Spaho, A. Barolli, V. Kolici, L. Barolli
    • Organizer
      The 30-th IEEE International Conference on Advanced Information Networking and Applications (AINA-2016)
    • Place of Presentation
      Le Regent Congress Centre, Crans-Montana, Switzerland
    • Year and Date
      2016-03-23 – 2016-03-25
    • Int'l Joint Research
  • [Presentation] Experimental Results of a Raspberry Pi and OLSR Based Wireless Content Centric Network Testbed Considering OpenWRT OS2016

    • Author(s)
      A. Barolli, T. Oda, L. Barolli, M. Takizawa
    • Organizer
      The 30-th IEEE International Conference on Advanced Information Networking and Applications (AINA-2016)
    • Place of Presentation
      Le Regent Congress Centre, Crans-Montana, Switzerland
    • Year and Date
      2016-03-23 – 2016-03-25
    • Int'l Joint Research
  • [Presentation] Experimental Results of a Raspberry Pi Based WMN Testbed Considering CPU Frequency2016

    • Author(s)
      T. Oda, L. Barolli
    • Organizer
      The 30-th IEEE International Conference on Advanced Information Networking and Applications (AINA-2016)
    • Place of Presentation
      Le Regent Congress Centre, Crans-Montana, Switzerland
    • Year and Date
      2016-03-23 – 2016-03-25
    • Int'l Joint Research
  • [Presentation] Application of Neural Networks and Friedman Test for User Identification in Tor Networks2015

    • Author(s)
      Taro Ishitaki, Tetsuya Oda, Leonard Barolli
    • Organizer
      The 10-th International Conference on Broadband and Wireless Computing, Communication and Applications (BWCCA-2015)
    • Place of Presentation
      Pedagogical University of Cracow, Krakow, Poland
    • Year and Date
      2015-11-04 – 2015-11-06
    • Int'l Joint Research
  • [Presentation] Performance Evaluation of a Secure Call Connection Admission Control for Cellular Wireless Networks Using Fuzzy Logic2015

    • Author(s)
      Takaaki Inaba, Shinji Sakamoto, Tetsuya Oda, Leonard Barolli
    • Organizer
      The 10-th International Conference on Broadband and Wireless Computing, Communication and Applications (BWCCA-2015)
    • Place of Presentation
      Pedagogical University of Cracow, Krakow, Poland
    • Year and Date
      2015-11-04 – 2015-11-06
    • Int'l Joint Research
  • [Presentation] Selection of Secure Actors in Wireless Sensor and Actor Networks Using Fuzzy Logic2015

    • Author(s)
      Donald Elmazi, Takaaki Inaba, Shinji Sakamoto, Tetsuya Oda, Makoto Ikeda, Leonard Barolli
    • Organizer
      The 10-th International Conference on Broadband and Wireless Computing, Communication and Applications (BWCCA-2015)
    • Place of Presentation
      Pedagogical University of Cracow, Krakow, Poland
    • Year and Date
      2015-11-04 – 2015-11-06
    • Int'l Joint Research
  • [Presentation] Performance Evaluation of First Contact, Prophet and Spray-and-Wait Protocols in VDTN Crossroad Scenario2015

    • Author(s)
      Ilir Shinko, Tetsuya Oda, Vladi Kolici, Makoto Ikeda, Leonard Barolli
    • Organizer
      The 10-th International Conference on Broadband and Wireless Computing, Communication and Applications (BWCCA-2015)
    • Place of Presentation
      Pedagogical University of Cracow, Krakow, Poland
    • Year and Date
      2015-11-04 – 2015-11-06
    • Int'l Joint Research
  • [Presentation] A PSO-based Simulation System for Node Placement in Wireless Mesh Networks: Evaluation Results for Different Replacement Methods2015

    • Author(s)
      Shinji Sakamoto, Tetsuya Oda, Donald Elmazi, Makoto Ikeda, Leonard Barolli, Fatos Xhafa
    • Organizer
      The 10-th International Conference on Broadband and Wireless Computing, Communication and Applications (BWCCA-2015)
    • Place of Presentation
      Pedagogical University of Cracow, Krakow, Poland
    • Year and Date
      2015-11-04 – 2015-11-06
    • Int'l Joint Research
  • [Presentation] Experimental Results of a Raspberry Pi Based WMN Testbed Using Different OSs in Indoor Environment2015

    • Author(s)
      Admir Barolli, Tetsuya Oda, Keita Matsuo, Leonard Barolli, Fatos Xhafa
    • Organizer
      The 10-th International Conference on Broadband and Wireless Computing, Communication and Applications (BWCCA-2015)
    • Place of Presentation
      Pedagogical University of Cracow, Krakow, Poland
    • Year and Date
      2015-11-04 – 2015-11-06
    • Int'l Joint Research
  • [Presentation] Implementation and Experimental Results of a OLSR Based Wireless Content-Centric Network Testbed2015

    • Author(s)
      Tetsuya Oda, Donald Elmazi, Taro Ishitaki, Keita Matsuo, Makoto Ikeda, Leonard Barolli
    • Organizer
      The 10-th International Conference on Broadband and Wireless Computing, Communication and Applications (BWCCA-2015)
    • Place of Presentation
      Pedagogical University of Cracow, Krakow, Poland
    • Year and Date
      2015-11-04 – 2015-11-06
    • Int'l Joint Research
  • [Presentation] Evaluation of a Raspberry Pi Based WMN Testbed for Parallel Distributed Processes Considering Multiple Flow in Indoor Environment2015

    • Author(s)
      Tetsuya Oda, Donald Elmazi, Taro Ishitaki, Keita Matsuo, Admir Barolli, Leonard Barolli
    • Organizer
      The 10-th International Conference on Broadband and Wireless Computing, Communication and Applications (BWCCA-2015)
    • Place of Presentation
      Pedagogical University of Cracow, Krakow, Poland
    • Year and Date
      2015-11-04 – 2015-11-06
    • Int'l Joint Research
  • [Presentation] A Neural Network Based Intrusion Detection System for Tor Networks and Its Performance Evaluation Considering Number of Hidden Units2015

    • Author(s)
      Taro Ishitaki, Tetsuya Oda, Leonard Barolli
    • Organizer
      The 18-th International Conference on Network-Based Information Systems (NBiS-2015)
    • Place of Presentation
      Tamkang University, Taipei, Taiwan
    • Year and Date
      2015-09-02 – 2015-09-04
    • Int'l Joint Research
  • [Presentation] An Object Tracking System Based on SIFT and SURF Feature Extraction Methods2015

    • Author(s)
      Yuki Sakai, Tetsuya Oda, Makoto Ikeda, Leonard Barolli
    • Organizer
      The 18-th International Conference on Network-Based Information Systems (NBiS-2015)
    • Place of Presentation
      Tamkang University, Taipei, Taiwan
    • Year and Date
      2015-09-02 – 2015-09-04
    • Int'l Joint Research
  • [Presentation] SAMI: A Sensor Actor Network Matlab Implementation2015

    • Author(s)
      E. Kulla, T. Oda, M. Ikeda and L. Barolli
    • Organizer
      The 18-th International Conference on Network-Based Information Systems (NBiS-2015)
    • Place of Presentation
      Tamkang University, Taipei, Taiwan
    • Year and Date
      2015-09-02 – 2015-09-04
    • Int'l Joint Research
  • [Presentation] A Simulation System Based on ONE and SUMO Simulators for Performance Evaluation of Vehicular DTN Routing Protocols2015

    • Author(s)
      Tetsuya Oda, Donald Elmazi, Evjola Spaho, Vladi Kolici, Leonard Barolli
    • Organizer
      The 18-th International Conference on Network-Based Information Systems (NBiS-2015)
    • Place of Presentation
      Tamkang University, Taipei, Taiwan
    • Year and Date
      2015-09-02 – 2015-09-04
    • Int'l Joint Research
  • [Presentation] A New FACS for Cellular Wireless Networks Considering QoS: A Comparison Study of FuzzyC with MATLAB2015

    • Author(s)
      Takaaki Inaba, Shinji Sakamoto, Tetsuya Oda, Leonard Barolli
    • Organizer
      The 18-th International Conference on Network-Based Information Systems (NBiS-2015)
    • Place of Presentation
      Tamkang University, Taipei, Taiwan
    • Year and Date
      2015-09-02 – 2015-09-04
    • Int'l Joint Research
  • [Presentation] Performance Analysis of WMN-GA Simulation System for Different WMN Architectures and Routing Protocols Considering Weibull Distribution2015

    • Author(s)
      Keita Matsuo, Tetsuya Oda, Admir Barolli, Leonard Barolli, Fatos Xhafa
    • Organizer
      The 18-th International Conference on Network-Based Information Systems (NBiS-2015)
    • Place of Presentation
      Tamkang University, Taipei, Taiwan
    • Year and Date
      2015-09-02 – 2015-09-04
    • Int'l Joint Research
  • [Presentation] Selection of Rendezvous Point in Content Centric Networks Using Fuzzy Logic2015

    • Author(s)
      Donald Elmazi, Tetsuya Oda, Elis Kulla, Leonard Barolli, Evjola Spaho
    • Organizer
      The 18-th International Conference on Network-Based Information Systems (NBiS-2015)
    • Place of Presentation
      Tamkang University, Taipei, Taiwan
    • Year and Date
      2015-09-02 – 2015-09-04
    • Int'l Joint Research
  • [Presentation] Application of WMN-HC Web Interface and NS-3 for Optimization and Analysis in WMNs Considering Different Number of Mesh Routers and Architectures2015

    • Author(s)
      Algenti Lala, Tetsuya Oda, Admir Barolli, Vladi Kolici, Leonard Barolli, Fatos Xhafa
    • Organizer
      The 18-th International Conference on Network-Based Information Systems (NBiS-2015)
    • Place of Presentation
      Tamkang University, Taipei, Taiwan
    • Year and Date
      2015-09-02 – 2015-09-04
    • Int'l Joint Research
  • [Presentation] Performance Evaluation of a Testbed for WMNs Considering Mobile Mesh Node2015

    • Author(s)
      Tetsuya Oda, Keita Matsuo, Leonard Barolli, Makoto Ikeda, Makoto Takizawa
    • Organizer
      The 18-th International Conference on Network-Based Information Systems (NBiS-2015)
    • Place of Presentation
      Tamkang University, Taipei, Taiwan
    • Year and Date
      2015-09-02 – 2015-09-04
    • Int'l Joint Research
  • [Presentation] Performance Analysis of WMN-GA Simulation System for Different WMN Architectures and Routing Protocols Considering Exponential Distribution2015

    • Author(s)
      Admir Barolli, Tetsuya Oda, Keita Matsuo, Leonard Barolli, Fatos Xhafa, Vincenzo Loia
    • Organizer
      The 7-th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2015)
    • Place of Presentation
      Tamkang University, Taipei, Taiwan
    • Year and Date
      2015-09-02 – 2015-09-04
    • Int'l Joint Research
  • [Presentation] Application of WMN-SA Web Interface and NS-3 for Optimization and Analysis in WMNs Considering Different Number of Mesh Routers and Architectures2015

    • Author(s)
      Vladi Kolici, Tetsuya Oda, Admir Barolli, Algenti Lala, Leonard Barolli, Fatos Xhafa
    • Organizer
      The 7-th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2015)
    • Place of Presentation
      Tamkang University, Taipei, Taiwan
    • Year and Date
      2015-09-02 – 2015-09-04
    • Int'l Joint Research
  • [Presentation] Design and Implementation of a Simulation System Based on Particle Swarm Optimization for Node Placement Problem in Wireless Mesh Networks2015

    • Author(s)
      Shinji Sakamoto, Tetsuya Oda, Makoto Ikeda, Leonard Barolli
    • Organizer
      The 7-th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2015)
    • Place of Presentation
      Tamkang University, Taipei, Taiwan
    • Year and Date
      2015-09-02 – 2015-09-04
    • Int'l Joint Research
  • [Presentation] A GA-Based Simulation System for WMNs: Performance Analysis of WMN-GA System for Different WMN Architectures Considering DCF and EDCA2015

    • Author(s)
      Tetsuya Oda, Makoto Ikeda, Leonard Barolli, Fatos Xhafa, Makoto Takizawa
    • Organizer
      The 7-th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2015)
    • Place of Presentation
      Tamkang University, Taipei, Taiwan
    • Year and Date
      2015-09-02 – 2015-09-04
    • Int'l Joint Research
  • [Presentation] Performance Evaluation of a VANET Simulation System Based on One and SUMO Simulators2015

    • Author(s)
      Vladi Kolici, Tetsuya Oda, Shinji Sakamoto, Evjola Spaho, Makoto Ikeda, Leonard Barolli
    • Organizer
      The Ninth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2015)
    • Place of Presentation
      Regional University of Blumenau (FURB), Blumenau, Brazil
    • Year and Date
      2015-07-08 – 2015-07-10
    • Int'l Joint Research
  • [Presentation] Performance Evaluation of OLSR, AODV and HWMP Protocols in Ad-Hoc Networks and MANET Scenarios2015

    • Author(s)
      Keita Matsuo, Tetsuya Oda, Donald Elmazi, Shinji Sakamoto, Leonard Barolli
    • Organizer
      The Ninth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2015)
    • Place of Presentation
      Regional University of Blumenau (FURB), Blumenau, Brazil
    • Year and Date
      2015-07-08 – 2015-07-10
    • Int'l Joint Research
  • [Presentation] Friedman Test for Analysing WMNs: A Comparison Study for Genetic Algorithms and Simulated Annealing2015

    • Author(s)
      Donald Elmazi, Tetsuya Oda, Shinji Sakamoto, Evjola Spaho, Elis Kulla, Leonard Barolli
    • Organizer
      The Ninth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2015)
    • Place of Presentation
      Regional University of Blumenau (FURB), Blumenau, Brazil
    • Year and Date
      2015-07-08 – 2015-07-10
    • Int'l Joint Research
  • [Presentation] Experimental Results of a CentOS-based Ad-Hoc Network Testbed Considering LoS Scenario2015

    • Author(s)
      Tetsuya Oda, Yi Liu, Keita Matsuo, Shinji Sakamoto, Makoto Ikeda, Leonard Barolli
    • Organizer
      The Ninth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2015)
    • Place of Presentation
      Regional University of Blumenau (FURB), Blumenau, Brazil
    • Year and Date
      2015-07-08 – 2015-07-10
    • Int'l Joint Research
  • [Presentation] Analysis of Mesh Router Placement in Wireless Mesh Networks Using Friedman Test: A Comparision Study for Genetic Algorithms and Tabu Search2015

    • Author(s)
      Tetsuya Oda, Donald Elmazi, Leonard Barolli, Fatos Xhafa
    • Organizer
      The Ninth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2015)
    • Place of Presentation
      Regional University of Blumenau (FURB), Blumenau, Brazil
    • Year and Date
      2015-07-08 – 2015-07-10
    • Int'l Joint Research
  • [Presentation] Performance Analysis of WMN-GA Simulation System for Different WMN Architectures Considering TCP and OLSR Protocols2015

    • Author(s)
      Admir Barolli, Tetsuya Oda, Leonard Barolli, Fatos Xhafa, Makoto Takizawa, Vincenzo Loia
    • Organizer
      The 9-th International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS-2015)
    • Place of Presentation
      Regional University of Blumenau (FURB), Blumenau, Brazil
    • Year and Date
      2015-07-08 – 2015-07-10
    • Int'l Joint Research
  • [Presentation] Analysis of Node Placement in Wireless Mesh Networks Using Friedman Test: A Comparison Study for Genetic Algorithms and Hill Climbing2015

    • Author(s)
      Donald Elmazi, Tetsuya Oda, Leonard Barolli, Fatos Xhafa
    • Organizer
      The 9-th International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS-2015)
    • Place of Presentation
      Regional University of Blumenau (FURB), Blumenau, Brazil
    • Year and Date
      2015-07-08 – 2015-07-10
    • Int'l Joint Research
  • [Presentation] A Selection of Actor Node in Wireless Sensor Actor Networks: A Case Study for Static and Mobile Actor Nodes2015

    • Author(s)
      Donald Elmazi, Tetsuya Oda, Evjola Spaho, Elis Kulla, Leonard Barolli
    • Organizer
      The 9-th International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS-2015)
    • Place of Presentation
      Regional University of Blumenau (FURB), Blumenau, Brazil
    • Year and Date
      2015-07-08 – 2015-07-10
    • Int'l Joint Research
  • [Presentation] Analysis of WMN-HC Simulation System Data Using Friedman Test2015

    • Author(s)
      Shinji Sakamoto, Tetsuya Oda, Donald Elmazi, Makoto Ikeda, Leonard Barolli, Fatos Xhafa
    • Organizer
      The 9-th International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS-2015)
    • Place of Presentation
      Regional University of Blumenau (FURB), Blumenau, Brazil
    • Year and Date
      2015-07-08 – 2015-07-10
    • Int'l Joint Research
  • [Presentation] Implementation and Analysis of a Wireless Mesh Network Testbed Considering NLoS Scenario2015

    • Author(s)
      Tetsuya Oda, Keita Matsuo, Admir Barolli, Shinji Sakamoto, Makoto Ikeda, Leonard Barolli
    • Organizer
      The 9-th International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS-2015)
    • Place of Presentation
      Regional University of Blumenau (FURB), Blumenau, Brazil
    • Year and Date
      2015-07-08 – 2015-07-10
    • Int'l Joint Research

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Published: 2016-12-27  

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