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Intelligent Methods for Traffic Control in Telecommunication Networks with Local Congestion

Research Project

Project/Area Number 12680428
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 社会システム工学
Research InstitutionThe University of Electro-Communications (2001)
Yamagata University (2000)

Principal Investigator

YAMADA Takako  The Univ. of Electro-Communications, Graduate School of Information Systems, Associate Professor, 大学院・情報システム学研究科, 助教授 (80272053)

Co-Investigator(Kenkyū-buntansha) BAROLLI Leonard  Yamagata University, Dept. of Public policy and Social Studies, Assistant Professor, 人文学部, 助手 (40312722)
Project Period (FY) 2000 – 2001
Project Status Completed (Fiscal Year 2001)
Budget Amount *help
¥4,000,000 (Direct Cost: ¥4,000,000)
Fiscal Year 2001: ¥1,600,000 (Direct Cost: ¥1,600,000)
Fiscal Year 2000: ¥2,400,000 (Direct Cost: ¥2,400,000)
KeywordsMobile Communication network / Base Station / Simulation / Traffic / Fuzzy / routing / Admission Control / Artificial Intelligence / トフヒック / 制御
Research Abstract

In our research project, we treated two kinds of network. One is the high-speed transmission of wired networks and the other is the low bandwidth of mobile wireless networks both of which need flexible traffic control mechanism. To cope with control problems of high-speed and mobile networks, the network traffic methods must be adaptive, flexible, and intelligent for efficient network management. Therefore, use of intelligent methods can be a solution for the traffic control of telecommunication networks. At first, we introduce an integrated fuzzy policing-routing mechanism for high-speed networks. It covers the source and network models ; fuzzy policing mechanism ; tagging switchfetation scheme ; direct path fuzzy controller ; fuzzy routing mechanism ; and simulation results. We proposed a fuzzy admission control scheme to discuss the previous work ; proposed scheme ; and simulation results. An intelligent call admission control and routing framework for large scale networks based on … More cooperative agents as also proposed including distributed artificial intelligence approach. We proposed distributed network architecture to explanate different agents. As an another side of our approach , we introduce a simulation system for base station allocation in mobile communication networks. We give consideration for simulation. We show a simulation flowchart ; simulation parameters ; base station allocation procedure ; and simulation results. In this approach we propose a base station allocation policy for IMT-2000 mobile phone systems. We consider a situation where a region is to be covered by two different kinds of cells, macro cells and micro cells, each of which has its own base station at the center. We compare several variants of allocation policies through simulation experiments and show that a better allocation is obtained by a simple algorithm stated in the paper. Further, we show that the use of two kinds of cells/base stations is effective to get more flexible allocation for time variations of user locations. Less

Report

(3 results)
  • 2001 Annual Research Report   Final Research Report Summary
  • 2000 Annual Research Report
  • Research Products

    (36 results)

All Other

All Publications (36 results)

  • [Publications] L.Barolli, A.Koyama, T.Yamada, S.Yokoyama: "An Integrated Fuzzy Policing-Routing Mechanism for ATM Networks Using Violation Tagging Function"IPSJ Journal. 41-10. 2926-2936 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] L.Barolli, A.Koyama, T.Yamada, S.Yokoyama: "An Intelligent Policing-Routing Mechanism Based on Fuzzy Logic and Genetic Algorithms and Its Performance Evaluation"IPSJ Journal. 41-11. 3046-3059 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] L.Barolli, A.Koyama, T.Yamada, S.Yokoyama: "An Integrated CAC and Routing Strategy for High-Speed Large-Scale Networks Using Cooperative Agents"IPSJ Journal. 42-2. 222-233 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] T.Yamada, Y.Takahashi, L.Barolli: "A Simulation System for Allocation of Base Stations in Mobile Communication Networks : A Case Study"IIPSJ Journal. 42-2. 276-285 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 小山明夫, バロリ レオナルド, 程子学: "リング型テラビットネットワークのための適応型メディアアクセスプロトコル"JPSJ Journal. 42-6. 1676-1683 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Barolli, L., Koyama, A., Yamada, T., Yokoyama, S., Suganuma, T., Shiratori: "A Fuzzy Based Equivalent Capacity Estimation Method for Bandwidth Allocation in High-speed Networks"IPSJ Journal. 42-8. 2167-2175 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 高橋美佐, 山田孝子, 高橋幸雄: "携帯電話網における地域形状を考慮した基地局の配置政策について"信学技法. IN2001-29. 35-40 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] T.Yamada, Y.Takahashi, L.Barolli: "A Simulation Study for Base Station Allocation in Mobile Communication Networks"Proc.Of IEEE ICOIN-15. 32-37 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 高橋美佐, 山田孝子, 高橋幸雄: "階層化セル構成を用いたIMT2000システムの基地局配置政策について"「待ち行列理論とその応用:未来への展望」シンポジウム報文集. 207-216 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] A.Greaca, K.Nokagawa, L.Barolli: "A Routing Strategy for Self-Healing ATM Networks Based on Virtual Path"G&B Publishers, Advanced Information Processing Technology. 1-12 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] L. Barolli, A. Koyama, t. Yamada, and S. Yokoyama: "An Integrated Fuzzy Policing-Routing Mechanism for ATM Networks Using Violation Tagging Function"IPSJ Journal. 41-10. 2926-2936 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] L. Barolli, A. Koyama, T. Yamada, and S. Yokoyama: "An Intelligent Policing-Routing Mechanism Based on Fuzzy Logic and Genetic Algorithms and Its Performance Evaluation"IPSJ Journal. 41-11. 3046-3059 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] L. Barolli, A. Koyama, T. Yamada, and S. Yokoyama: "An Integrated CAC and Routing Strategy for High-Speed Large-Scale Networks Using Cooperative Agents"IPSJ Journal. 42-2. 222-233 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] T. Yamada, Y. Takahashi, and L. Barolli: "A Simulation System for Allocation of Base Stations in Mobile Communication Networks : A Class Study"IPSJ Journal. 42-2. 276-285 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] A. Koyama, L. Barolli, S. Tei: "Adaptive Media Access Protocol for Ring Terabit Network (in Japanese)"IPSJ Journal. 42-6. 1676-1683 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M. Takahashi, T. Yamada, Y. Takahashi: "Base Station Allocation Policy Considering Geographical Characteristics in Mobile Communication Networks"Shingaku Gihou. IN2001-29 (in Japanese). 35-40 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] T. Yamada, Y. Takahashi and L. Barolli: "A Simulation Study for Base Station Allocation in Mobile Communication Networks"Proc. OF IEEE ICOIN-15. 32-37 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M. Takahashi, T. Yamada, Y. Takahashi: "Base Station Allocation Policy with Hierarchical Cell for IMT-200 System"Proc. of the Symposium on Queueing Theory and its Applications "Queueing Theory in the 21^<st> Century. (in Japanese). 207-216 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] L.Barolli, A.Koyama, T.Yamada, S.Yokoyama: "An Integrated Fuzzy Policing-Routing Mechanism for ATM Netwrks Using Violation Tagging Function"IPSJ Journal. 41-10. 2926-2936 (2000)

    • Related Report
      2001 Annual Research Report
  • [Publications] L.Barolli, A.Koyama, T.Yamada, S.Yokoyama: "An Intelligent Policing-Routing Mechanism Based on Fuzzy Logic and Genetic Algorithms and Its Performance Evaluation"IPSJ Journal. 41-11. 3046-3059 (2000)

    • Related Report
      2001 Annual Research Report
  • [Publications] L.Barolli, A.Koyama, T.Yamada, S.Yokoyama: "An Integrated CAC and Routing Strategy for High-Speed Large-Scale Networks Using Cooperative Agents"IPSJ Journal. 42-2. 222-233 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] T.Yamada, Y.Takahashi, L.Barolli: "A Simulation System for Allocation of Base Stations in Mobile Communication Networks : A Case Study"IPSJ Journal. 42-2. 276-285 (2000)

    • Related Report
      2001 Annual Research Report
  • [Publications] 小山 明夫, バロリ レオナルド, 程子 学: "リング型テラビットネットワークのための適応型メディアアクセスプロトコル"IPSJ Journal. 42-6. 1676-1683 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Barolli, L., Koyama, A., Yamada, T., Yokoyama, S., Suganuma, T., Shiratori: "A Fuzzy Based Equivalent Capacity Estimation Method for Bandwidth Allocation in High-speed Networks"IPSJ Journal. 42-8. 2167-2175 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 高橋 美佐, 山田 孝子, 高橋 幸雄: "携帯電話網における地域形状を考慮した基地局の配置政策について"信学技法. IN2001-29. 35-40 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] T.Yamada, Y.Takahashi, L.Barolli: "A Simulation Study for Base Station Allocation in Mobile Communication Networks"Proc.OfIEEE ICOIN-15. 32-37 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 高橋 美佐, 山田 孝子, 高橋 幸雄: "階層化セル構成を用いたIMT-2000システムの基地局配置政策について"「待ち行列理論とその応用:未来への展望」シンポジウム報文集. 207-216 (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] A.Greaca, K.Nokagawa, L.Barolli: "A Routing Strategy for Self-Healing ATM Networks Based on Virtual Path"G&B Publishers, Advanced Information Processing Technology. 1-12 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] L.Barolli,A.Koyama,T.Yamada,S.Yokoyama: "An Integrated Fuzzy Policing-Routing Mechanism for ATM Networks Using Violation Tagging Function"情報処理学会論文誌. 41・10. 2926-2936 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] L.Barolli,A.Koyama,T.Yamada,S.Yokoyama: "An Intelligent Policing-Routing Mechanism Based on Fuzzy Logic and Genetic Algorithms and Its Performance Evaluation"情報処理学会論文誌. 41・11. 3046-3059 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] L.Barolli,A.Koyama,T.Yamada,S.Yokoyama: "An Integrated CAC and Routing Strategy for High-Speed Large-Scale Networks Using Cooperative Agents"情報処理学会論文誌. 42・2. 222-233 (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] T.Yamada,Y.Takahashi,L.Barolli: "A simulation System for Allocation of Base Stations in Mobile Communication Networks"情報処理学会論文誌. 42・2. 276-285 (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] K.Takeda,Y.Masu,G.Capi,H.Yamano,L.Barolli,K.Mitobe: "A CORBA based Approach for Humanoid Robot Control"Industrial Robot Journal. 28・3. (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] G.Capi,Y.Masu,L.Barolli,K.Mitobe,K.Takeda: "Application of Genetic Algorithms for Biped Robot Grait Synthesis Optimization During Walking and Going Up-stairs"Advanced Robotics Journal. (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] A.Greca,K.Nakagawa,L.Borolli: "G & B Pbulishers, Advanced Information Processing Technology Vol.3"A Routing Strategy for Self-Healing ATM Networks Based on Virtual Path. 1-12 (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] A.Koyama,L.Barolli,S.Mirza,S.Yokoyama: "G & B Publishers,Advanced Information Processing Technology"Performance Evaluation of Self Detective Congestion Control Scheme for ATM Networks. 25-36 (2001)

    • Related Report
      2000 Annual Research Report

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Published: 2000-04-01   Modified: 2016-04-21  

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