A QoS routing strategy using fuzzy logic for NGEO satellite IP networks

被引:0
|
作者
Zhuqing Jiang
Chonghua Liu
Shanbao He
Chao Li
Qishuo Lu
机构
[1] Beijing University of Posts and Telecommunications,
[2] China Academy of Space Technology,undefined
来源
Wireless Networks | 2018年 / 24卷
关键词
Fuzzy logic; Satellite networks; QoS;
D O I
暂无
中图分类号
学科分类号
摘要
We present a fuzzy satellite routing strategy (FSRS) for NGEO satellite IP networks to meet multi-class QoS demands. A set of fuzzy rules is established to map the congestion degrees and the linguistic variables. For every queue in a satellite, an output of the fuzzy logic is present to reflect the queue congestion degree called fuzzy queue congestion indicator (FQCI). For a satellite, three FQCIs are synthesised to obtain a Fuzzy Satellite Congestion Indicator (FSCI). One shortest end-to-end delay path and one alternative path are pre-calculated. And the real-time queuing delay is predicted by means of queuing theory and naive bayesian method. With the FSCI, the neighbouring satellites adjust transmission modes. Moreover, packets of different QoS could be treated discriminatively. A series of simulations were conducted in Network Simulator (Version 2.34) to verify the congestion alleviation effect. Simulation shows that FSRS performs better in terms of end to end delay, throughput, packet loss rate and traffic distribution, especially, it generates more a smooth shape for high class traffic.
引用
收藏
页码:295 / 307
页数:12
相关论文
共 50 条
  • [31] Multicast routing in wireless multimedia networks by using fuzzy logic
    Mallapur, J. D.
    Manvi, S. S.
    Rao, D. H.
    2006 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY, VOLS 1-6, 2006, : 2225 - +
  • [32] On the QoS for Satellite IP networks: a Follow-Up
    Matasaru, Petre-Daniel
    Scripcariu, Luminita
    Diaconu, Felix
    2019 INTERNATIONAL SYMPOSIUM ON SIGNALS, CIRCUITS AND SYSTEMS (ISSCS 2019), 2019,
  • [33] QoS Routing by Genetic Algorithm for LEO Satellite Networks
    Zhang, Xuedong
    Ding, Longhua
    Rao, Yuan
    SECOND INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN, VOL 1, PROCEEDINGS, 2009, : 341 - 344
  • [34] Multi-QoS routing for LEO satellite networks
    Wang Ping
    Gu Xue-mai
    Liu Gong-liang
    9TH INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATION TECHNOLOGY: TOWARD NETWORK INNOVATION BEYOND EVOLUTION, VOLS 1-3, 2007, : 728 - +
  • [35] Design of Fuzzy Logic Control Framework for QoS Routing in MANET
    Vargheese, M.
    Vanithamani, S.
    David, D. Stalin
    Rao, Ganga Rama Koteswara
    INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2023, 35 (03): : 3479 - 3499
  • [36] Explicit Load Balancing Technique for NGEO Satellite IP Networks With On-Board Processing Capabilities
    Taleb, Tarik
    Mashimo, Daisuke
    Jamalipour, Abbas
    Kato, Nei
    Nemoto, Yoshiaki
    IEEE-ACM TRANSACTIONS ON NETWORKING, 2009, 17 (01) : 281 - 293
  • [37] STAG-Based QoS Support Routing Strategy for Multiple Missions Over the Satellite Networks
    Zhang, Tao
    Li, Hongyan
    Zhang, Shun
    Li, Jiandong
    Shen, Haiying
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2019, 67 (10) : 6912 - 6924
  • [38] Traffic engineering with MPLS using fuzzy logic for application in IP networks
    Resende, RA
    Rossi, SM
    Yamakami, A
    Bonani, LH
    Moschim, E
    PROCEEDINGS OF THE 12TH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1 AND 2, 2003, : 1146 - 1151
  • [39] Integrated survivable QoS routing in metro IP/WDM networks
    Wei, W
    Zeng, QJ
    Wei, HQ
    Yu, HT
    LANMAN 2004: 13TH IEEE WORKSHOP ON LOCAL AND METROPOLITAN AREA NETWORKS, 2004, : 75 - 80
  • [40] MPLS performance Modeling using traffic engineering to improve QoS routing on IP networks
    Shahsavari, MM
    Al-Tunsi, AA
    IEEE SOUTHEASTCON 2002: PROCEEDINGS, 2002, : 152 - 157