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Probability Models for Performance Evaluation and Management of Complex Communication Networks

Research Project

Project/Area Number 09650436
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field System engineering
Research InstitutionUniversity of Tsukuba

Principal Investigator

TAKAGI Hideaki  Institute of Policy and Planning Sciences, Professor, 社会工学系, 教授 (30260467)

Co-Investigator(Kenkyū-buntansha) ONOZATO Yoshikuni  School of Engineering, Gumma University, Professor, 工学部, 教授 (10143710)
TAKAHASHI Yutaka  Graduate School of Information Science, Nara, Advanced In-stitute of Science and, 情報科学研究科, 教授 (00135526)
ZHANG Yongbing  Institute of Policy and Planning Sciences, University of Tsukuba, Assistant Prof, 社会工学系, 講師 (80242353)
HASHIDA On  Institute of Policy and Planning Sciences, University of Tsukuba, Professor, 社会工学系, 教授 (70228401)
Project Period (FY) 1997 – 1998
Project Status Completed (Fiscal Year 1998)
Budget Amount *help
¥2,400,000 (Direct Cost: ¥2,400,000)
Fiscal Year 1998: ¥1,100,000 (Direct Cost: ¥1,100,000)
Fiscal Year 1997: ¥1,300,000 (Direct Cost: ¥1,300,000)
KeywordsMultimedia networks / Mobile Netoworks / Traffic analysis / Queueing systems. / 待ち行列
Research Abstract

(1) Characterization and Modeling of Multimedia Traffic
We have observed the 1/f property in the sequence of MPEG 2 variable bite rate compressed frames of a real video by the spectral analysis. We have also developed a method to generate an artificial long memory process from the sequence of the numbers of customers in an M/G/* queueing system.
(2) Evaluation of Call Loss Probabilities in Cellular Mobile Networks
We have evaluated the loss probability of new calls and the forced termination probability of hand-off calls for cellular mobile networks with non-uniform traffic conditions by numerical calculation of Markov models and simulation. Those probabilities have been compared between the current frequency division multiple access (FDMA) and the future code division multiple access (CDMA) schemes.
(3) Analysis of Probability Models for Complex Communication Networks
(a) We have analyzed a queueing system in which the input consists of a special semi-Markov process representing MPEG frame sequences and a Poisson process representing the interfering traffic, and evaluated the frame transmission delays based on the parameter values of real video data.
(b) We have studied the throughput and delay performance of the IEEE 1394 serial interface, and compared with CSMA/CD of Ethernet by using a simulation software package QPNET.

Report

(3 results)
  • 1998 Annual Research Report   Final Research Report Summary
  • 1997 Annual Research Report
  • Research Products

    (24 results)

All Other

All Publications (24 results)

  • [Publications] 坂巻賢一・高木英明: "セルラ通信システムにおける呼損および強制切断確率の評価" 電子情報通信学会論文誌 B-II. J80-B-II・3. 231-238 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] S.J.Hong and H.Takagi: "Analysis of Transmission Delay for a Structured-Priority Packet-Switching System" Computer Networks and ISDN Systems. 29・6. 701-715 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] H.Takagi and T.Nishi: "Correlation of Interdeparture Times in M/G/1 and M/G/1/K Queues" Journal of the Operations Research Society of Japan. 41・1. 142-151 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 工藤誠也・高木英明、他2名: "ATM通信網における圧縮動画像トラヒックの自己相似性" 電子情報通信学会論文誌 B-I. J81-B-I・9. 549-556 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] H.Takagi and K.Sakamaki: "Symbolic Moment Calculation for the Sojourn Time in M/G/1 Queues with Bernoulli Feedback" Journal of the Operations Research Society of Japan. 42・1. 78-87 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] S.Yagyu and H.Takagi: "Performance Analysis of the D Channel Access Control Scheme in the ISDN Basic User/Network Interface" IEICE Transactions on Communications. E82-B(印刷中). (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] K.Sakamaki and H.Takagi: "Evalua-tion of Call Loss and Forced Termination Probabilities in Cellular Communication Systems (in Japanese)" The Transactions of the Institute of Electronics, Information and Commu-nication Engineers B-II. Vol.J80-B-II,No.3. 231-238 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] S.J.Hong and H.Takagi: "Analysis of Transmission Delay for a Structured-Priority Packet-Switching System" Computer Networks and ISDN Sys-tems. Vol.29, No.6. 701-715 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] H.Takagi and T.Nishi: "Correlation of Interdeparture Times in M/G/1 and M/G/1/K Queues" Journal of the Operations Research So-ciety of Japan. Vol.41, No.1. 142-151 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] H.Takagi: "Traffic Models for Cellular Mo-bile Communication Networks (in Japanese)" Communications of the Operations Re-search Society of Japan. Vol.43, No.5. 259-263 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] S.Kudoh, H.Takagi, G.Hamada, and F.Kubota: "Self-Similarity of Compressed Video Traffic in ATM Networks (in Japanese)" The Transactions of the Institiute of Electronics, Information and Commu-nication Engineers B-I. Vol.J81-B-I,No.9. 549-556 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] H.Takagi, K.Sakamaki, and T.Miyashiro: "Call Loss and Forced Termination Proba-bilities in Cellular Radio Communication Networks with Irregular Topologies" Part of the SPIE Conference on Per-formance and Control of Network Sys-tems II Boston, Massachusetts. Vol.3530. 66-75 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] H.Takagi: "Self-Similarity in Information Communication Traffic-Here Are Also Fractals (in Japanese)" SUT Bulletin, February, Science University of Tokyo. 22-29 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] H.Takagi and K.Sakamaki: "Symbolic Mo-ment Calculation for the Sojourn Time in M/G/1 Queues with Bernoulli Feedback" Journal of the Operations Research So-ciety of Japan. Vol.42, No.1. 78-87 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] S.Yagyu and H.Takagi: "Performance Analysis of the D Channel Access Control Scheme in the ISDN Basic User/Network Interface (to appear)" IEICE Transactions on Communica-tions. Vol.E82-B,No.4. (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] H.Takagi: Queueing Analysis of Polling Models : Progress in 1990-1994 Frontiers in Queueing : Models and Ap-plications in Science and Engineering, J.H.Dshalalow (editor). CRC Press., 119-146 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 工藤誠也・高木英明、他2名: "ATM通信網における圧縮動画像トラヒックの自己相似性" 電子情報通信学会論文誌 B-I. J81-B-I・9. 549-556 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 高木英明: "セルラ移動体通信網のトラヒックモデル" オペレーションズ・リサーチ. 43・5. 259-263 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 高木英明: "情報通信トラヒックの自己相似性-ここにもフラクタル-" SUT Bulletin. 1999・2. 22-29 (1999)

    • Related Report
      1998 Annual Research Report
  • [Publications] S.Yugyu and H.Takagi: "Performance Analysis of the D Channel Access Control Scheme in the ISDN Basic User/Network Interface" IEICE Transaction on Communications. 掲載予定. (1999)

    • Related Report
      1998 Annual Research Report
  • [Publications] H.Takagi and K.Sakamaki: "Symbolic Moment Calculation for the Sojourn Time in M/G/1 Queues with Bernoulli Feedback" Journal of the Operations Research Society of Japan. 掲載予定. (1999)

    • Related Report
      1998 Annual Research Report
  • [Publications] 坂巻賢一・高木英明: "セルラ通信システムにおける呼損および強制切断確率の評価" 電子情報通信学会論文誌B-II. J80-B-II・3. 231-238 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] S.J.Hong and H.Takagi: "Analysis of Transmission Delay for a Structured-Priority Packet-Switching System" Computer Networks and ISDN Systems. 29・6. 701-715 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] H.Takagi and T.Nishi: "Correlation of Interdeparture Times in M/G/1 and M/G/1/K Queues" Journal of the Operations Research Society of Japan. 41・1(掲載予定). (1998)

    • Related Report
      1997 Annual Research Report

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Published: 1997-04-01   Modified: 2016-04-21  

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