SAFS: A Self Adaptive Fuzzy-Based Scheduler for Real Time Services in WiMAX System

被引:0
|
作者
Hedayati, F. Keshavarz [1 ]
Masoumzadeh, S. S. [2 ]
Khorsandi, S. [3 ]
机构
[1] Qazvin Islamic Azad Univ, Elect IT & Comp Sci, Qazvin, Iran
[2] Islamic Azad Univ, Qazvin Branch, Young Res Club, Qazvin, Iran
[3] Amirkabir Univ Technol, Comp Engn & Informat Technol, Tehran, Iran
关键词
component; WiMAX Scheduling; Quality of Service; Self-Adaptive Systems;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A critical part of the IEEE 802.16e MAC layer specification is scheduling. The scheduling mechanism has a significant effect on the performance of WiMAX systems for use of bandwidth and radio resources. In this paper, we propose a self-adaptive fuzzy based scheduler, and call this approach SAFS which respectively, adjust priority and transmission Quantum to each connection by taking the packet head-of-line latency and channel conditions of real time service users into account. Since, the relation between traffic specifications and network state is uncertain in wireless communication environment, we proposed a self-adaptive fuzzy inference system (FIS) to deal with imprecise input variables. The simulation results show that our adaptive scheme satisfies the maximum delay requirement and Throughput among the real time service connections in mobile WiMAX systems.
引用
收藏
页码:247 / 250
页数:4
相关论文
共 50 条
  • [21] An adaptive fuzzy-based system to simulate, quantify and compensate color blindness
    Lee, Jinmi
    dos Santos, Wellington Pinheiro
    INTEGRATED COMPUTER-AIDED ENGINEERING, 2011, 18 (01) : 29 - 40
  • [22] Fuzzy-Based Adaptive Reliable Motion Control of a Piezoelectric Nanopositioning System
    Chen, Liheng
    Xu, Qingsong
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2024, 32 (08) : 4413 - 4425
  • [23] A Cooperative Object Tracking System with Fuzzy-Based Adaptive Camera Selection
    Morioka, Kazuyuki
    Kovacs, Szilveszter
    Lee, Joo-Ho
    Korondi, Peter
    INTERNATIONAL JOURNAL ON SMART SENSING AND INTELLIGENT SYSTEMS, 2010, 3 (03) : 338 - 358
  • [24] Fuzzy Logic Based Self-Adaptive Handover Algorithm for Mobile WiMAX
    Ben-Mubarak, Mohammed A.
    Ali, Borhanuddin Mohd.
    Noordin, Nor Kamariah
    Ismail, Alyani
    Ng, Chee Kyun
    WIRELESS PERSONAL COMMUNICATIONS, 2013, 71 (02) : 1421 - 1442
  • [25] Fuzzy Logic Based Self-Adaptive Handover Algorithm for Mobile WiMAX
    Mohammed A. Ben-Mubarak
    Borhanuddin Mohd. Ali
    Nor Kamariah Noordin
    Alyani Ismail
    Chee Kyun Ng
    Wireless Personal Communications, 2013, 71 : 1421 - 1442
  • [26] A Real Time Adaptive Multiresolution Adaptive Wiener Filter Based On Adaptive Neuro-Fuzzy Inference System And Fuzzy evaluation
    Varzi, Ramzan Abasnezhad
    Vahidi, Javad
    Motameni, Homayun
    INTERNATIONAL JOURNAL OF NONLINEAR ANALYSIS AND APPLICATIONS, 2021, 12 (01): : 17 - 26
  • [27] FEAS: Fuzzy-logic based Environment Adaptive Scheduler for Agent System
    Zhang, Kailong
    Zhou, Xingshe
    Yao, Yuan
    Zhao, Chongqing
    SNPD 2009: 10TH ACIS INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, ARTIFICIAL INTELLIGENCES, NETWORKING AND PARALLEL DISTRIBUTED COMPUTING, PROCEEDINGS, 2009, : 269 - 274
  • [28] FPGA-Based Adaptive Task Scheduler for Real Time Embedded Systems
    Choudhary, Pravin S.
    Ali, M. S.
    2018 IEEE INTERNATIONAL CONFERENCE ON RESEARCH IN INTELLIGENT AND COMPUTING IN ENGINEERING (RICE III), 2018,
  • [29] An adaptive fuzzy-based edge detection algorithm
    Yong Yang
    2007 INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING AND COMMUNICATION SYSTEMS, VOLS 1 AND 2, 2007, : 208 - 211
  • [30] A New Fuzzy-based Adaptive Video Watermarking
    Youssef, Sherin M.
    Abouelfarag, Ahmed
    Ghatwary, Noha M.
    2013 FIRST INTERNATIONAL CONFERENCE ON COMMUNICATIONS SIGNAL PROCESSING, AND THEIR APPLICATIONS (ICCSPA'13), 2013,