Performance evaluation of wireless communication networks using spatial point processes

• Project/Area Number: 25330023
• Research Category: Grant-in-Aid for Scientific Research (C)
• Allocation Type: Multi-year Fund
• Section: 一般
• Research Field: Mathematical informatics
• Research Institution: Tokyo Institute of Technology
• Principal Investigator: Miyoshi Naoto 東京工業大学, 情報理工学(系)研究科, 教授 (20263121)
• Co-Investigator(Renkei-kenkyūsha): Shirai Tomoyuki 九州大学, マス・フォア・インダストリ研究所, 教授 (70302932)
• Project Period (FY): 2013-04-01 – 2016-03-31
• Project Status: Completed (Fiscal Year 2015)
• Budget Amount: ¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000); Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000); Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000); Fiscal Year 2013: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
• Keywords: 確率モデル / 空間点過程 / 無線通信ネットワーク / セルラネットワーク / 性能評価 / セルラ・ネットワーク

Outline of Final Research Achievements

In this work, we considered the spatial stochastic models of wireless communication networks, in particular cellular networks, where the configuration of wireless nodes are represented by spatial point processes. Through the analysis of the models, we evaluated the performance of cellular networks both theoretically and numerically.

Research Products

• [Journal Article] A cellular network model with Ginibre configured base stations (2014)
  • Author(s): Naoto Miyoshi and Tomoyuki Shirai
  • Journal Title: Advances in Applied Probability Volume: 46 Issue: 3 Pages: 832-845
  • DOI: 10.1239/aap/1409319562
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] Spatial stochastic models for analysis of heterogeneous cellular networks with repulsively deployed base stations (2014)
  • Author(s): Itaru Nakata and Naoto Miyoshi
  • Journal Title: Performance Evaluation Volume: 78 Pages: 7-17
  • DOI: 10.1016/j.peva.2014.05.002
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] A cellular network model with Ginibre configurated base stations (2014)
  • Author(s): Naoto Miyoshi and Tomoyuki Shirai
  • Journal Title: Advances in Applied Probability Volume: 46
  • Peer Reviewed
• [Journal Article] Cellular networks with α-Ginibre configurated base stations (2014)
  • Author(s): Naoto Miyoshi and Tomoyuki Schirai
  • Journal Title: The Impact of Applications on Mathematics: Proceedings of the Forum of Mathematics for Industry 2013, Mathematics for Industry Volume: 1
  • Peer Reviewed
• [Presentation] Downlink coverage probability in Ginibre-Poisson overlaid MIMO cellular networks (2016)
  • Author(s): Takuya Kobayashi, Naoto Miyoshi
  • Organizer: 14th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt 2016)
  • Place of Presentation: Tempe, Arizona, USA
  • Year and Date: 2016-05-09
  • Int'l Joint Research
• [Presentation] Downlink coverage probability in Ginibre-Poisson overlaid MIMO cellular networks (2016)
  • Author(s): 小林拓矢, 三好 直人
  • Organizer: 待ち行列シンポジウム「確率モデルとその応用」
  • Place of Presentation: 多摩
  • Year and Date: 2016-01-21
• [Presentation] An optimal stopping problem for software rejuvenation in a job processing system (2015)
  • Author(s): Fumio Machida, Naoto Miyoshi
  • Organizer: 7th International Workshop on Software Aging and Rejuvenation (WoSAR 2015)
  • Place of Presentation: Gaithersburg, Maryland, USA
  • Year and Date: 2015-11-02
  • Int'l Joint Research
• [Presentation] Downlink coverage probability in a cellular network with Ginibre deployed base stations and Nakagami-m fading channels (2015)
  • Author(s): Naoto Miyoshi, Tomoyuki Shirai
  • Organizer: 13th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt 2015)
  • Place of Presentation: Mumbai, India
  • Year and Date: 2015-05-25
  • Int'l Joint Research / Invited
• [Presentation] セルラネットワークの空間確率モデル: ジニブル点過程を用いた基地局の配置 (2015)
  • Author(s): 三好 直人
  • Organizer: 電子情報通信学会ネットワークシステム研究会
  • Place of Presentation: 飛騨高山
  • Year and Date: 2015-04-16
  • Invited
• [Presentation] 空間的な干渉のある無線アドホックネットワークにおける平均遅延 (2015)
  • Author(s): 後藤 龍一, 三好 直人
  • Organizer: 確率モデルシンポジウム
  • Place of Presentation: 仙台
  • Year and Date: 2015-01-22 – 2015-01-24
• [Presentation] Average cell areas for a multi-tier cellular network with α-Ginibre deployed base stations (2015)
  • Author(s): 小林 拓矢, 三好 直人
  • Organizer: 確率モデルシンポジウム
  • Place of Presentation: 仙台
  • Year and Date: 2015-01-22 – 2015-01-24
• [Presentation] Average cell area of heterogeneous cellular networks (2014)
  • Author(s): Takuya Kobayashi and Naoto Miyoshi
  • Organizer: 3rd Japan-Korea Joint Workshop on Complex Communication Sciences (JKCCS '14)
  • Place of Presentation: Busan, Korea
  • Year and Date: 2014-10-27 – 2014-10-28
• [Presentation] Uplink cellular network models with Ginibre deployed base stations (2014)
  • Author(s): Takuya Kobayashi and Naoto Miyoshi
  • Organizer: 26th International Teletraffic Congress (ITC 26)
  • Place of Presentation: Karlskrona, Sweden
  • Year and Date: 2014-09-09 – 2014-09-11
• [Presentation] 行列式点過程を用いたセルラネットワークのモデル化と解析 (2014)
  • Author(s): 三好 直人
  • Organizer: 電子情報通信学会第3回 NetSci/CCS 研究会 合同ワークショップ
  • Place of Presentation: 支笏湖, 北海道
  • Year and Date: 2014-08-07 – 2014-08-08
  • Invited
• [Presentation] Pade' approximation for coverage probability in cellular networks (2014)
  • Author(s): Hitoshi Nagamatsu, Naoto Miyoshi and Tomoyuki Shirai
  • Organizer: Tenth International Workshop on Spatial Stochastic Models for Wireless Networks (SpaSWiN 2014)
  • Place of Presentation: Hammamet, Tunisia
  • Year and Date: 2014-05-16
  • Invited
• [Presentation] Padé approximation for coverage probability in cellular networks (2014)
  • Author(s): Hitoshi Nagamatsu, Naoto Miyoshi and Tomoyuki Shirai
  • Organizer: Tenth International Workshop on Spatial Stochastic Models for Wireless Networks (SpaSWiN 2014)
  • Place of Presentation: Hammamet, Tunisia
  • Invited
• [Presentation] Modeling and analysis of cellular networks using the Ginibre point process (2013)
  • Author(s): Naoto Miyoshi
  • Organizer: Ninth Workshop on Spatial Stochastic Models for Wireless Networks (SpaSWiN 2013)
  • Place of Presentation: Tsukuba Science City
  • Invited
• [Presentation] Spatial stochastic models of heterogeneous cellular networks with repulsively deployed base stations (2013)
  • Author(s): Naoto Miyoshi and Itaru Nakata
  • Organizer: 17th INFORMS Applied Probability Sciety Conference
  • Place of Presentation: San Jose, Costa Rica