FLBA: A fuzzy algorithm for load balancing in IEEE 802.11 networks

被引:24
作者
Collotta, Mario [1 ]
机构
[1] Kore Univ Enna, Enna, EN, Italy
关键词
Fuzzy logic; IEEE; 802.11; Load balancing; Real-time networks; Quality of Service (QoS);
D O I
10.1016/j.jnca.2015.04.005
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Wireless networks (WNs) are today used in many areas thanks to several benefits deriving from the ease of installation and maintenance and the high scalability. Moreover, continuing advances in technology have led to the development of low cost devices characterized by always increasing performance. In large areas, the coverage is guaranteed by the presence of Access Points (APs) that are responsible for clients' connection. Performance of a large wireless network, covered by several APs, mainly depends on load balancing management policies. An overloaded access point may, in fact, compromise requirements in terms of timeliness of information exchanged among the clients. This paper proposes a load balancing technique for IEEE 802.11 networks based on fuzzy logic in order to ensure the achievement of typical Quality of Service (QoS) constraints that characterize a wireless scenario. To validate the goodness of the proposed approach, several real test-bed scenarios were implemented and many QoS parameters were evaluated. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:183 / 192
页数:10
相关论文
共 50 条
  • [31] A Parallel Fuzzy Load Balancing Algorithm for Distributed Nodes Over a Cloud System
    Hamdani, Mostefa
    Aklouf, Youcef
    Bouarara, Hadj Ahmed
    INTERNATIONAL JOURNAL OF GRID AND HIGH PERFORMANCE COMPUTING, 2022, 14 (01)
  • [32] Load Balancing Algorithm with Multi-Service in Heterogeneous Wireless Networks
    Sun Jin
    Wu Xuanli
    Sha Xuejun
    2011 6TH INTERNATIONAL ICST CONFERENCE ON COMMUNICATIONS AND NETWORKING IN CHINA (CHINACOM), 2011, : 703 - 707
  • [33] A Kalman-Fuzzy Application for Rate Adaptation in IEEE 802.11 based Multihop Ad Hoc Networks
    Alawieh, Basel
    Mardini, Wail
    Mouftah, Hussein
    2011 7TH INTERNATIONAL WIRELESS COMMUNICATIONS AND MOBILE COMPUTING CONFERENCE (IWCMC), 2011, : 243 - 248
  • [34] Load Balancing Routing Algorithm for Ad Hoc Networks
    Jiang, Wenbin
    Li, Zhaojing
    Zeng, Chunqiang
    Jin, Hai
    2009 FIFTH INTERNATIONAL CONFERENCE ON MOBILE AD-HOC AND SENSOR NETWORKS, 2009, : 334 - +
  • [35] Handover of relay stations for load balancing in IEEE 802.16
    Mach, Pavel
    Becvar, Zdenek
    Bestak, Robert
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2013, 13 (02) : 170 - 183
  • [36] Load Balancing Algorithm for Virtual Cluster Using Fuzzy Clustering
    Huang, Weihua
    Ma, Zhong
    Dai, Xinfa
    Gao, Yi
    Xu, Mingdi
    Wu, Huafeng
    2016 2ND IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATIONS (ICCC), 2016, : 313 - 320
  • [37] Power control for IEEE 802.11 ad hoc networks: Issues and a new algorithm
    Lin, XH
    Kwok, YK
    Lau, VKN
    2003 INTERNATIONAL CONFERENCE ON PARALLEL PROCESSING, PROCEEDINGS, 2003, : 249 - 256
  • [38] A load balancing algorithm for binary de Bruijn networks
    Joshi, BS
    Kimm, H
    THIRTIETH SOUTHEASTERN SYMPOSIUM ON SYSTEM THEORY (SSST), 1998, : 533 - 537
  • [39] Fuzzy based CRRM for load balancing in heterogeneous wireless networks
    2013, Springer Verlag (123 LNICST): : 135 - 145
  • [40] A Simple Critical-Load-Based CAC Scheme for IEEE 802.11 DCF Networks
    Zhao, Qinglin
    Tsang, Danny H. K.
    Sakurai, Taka
    IEEE-ACM TRANSACTIONS ON NETWORKING, 2011, 19 (05) : 1485 - 1498