Efficient Fuzzy Logic Based Probabilistic Broadcasting for Mobile Ad hoc Network

被引:6
|
作者
Kumar, Sumit [1 ]
Mehfuz, Shabana [1 ]
机构
[1] Jamia Millia Islamia, Dept Elect Engn, New Delhi 110025, India
关键词
Fuzzy; Broadcasting; overhead; AODV; DSR; DSDV; OLSR;
D O I
10.1080/18756891.2016.1204115
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In Mobile Ad hoc networks broadcasting is the one of the most important and crucial phenomenon. Broadcasting can be taken up in many ways and the simplest method of broadcasting is simple flooding which can significantly increase the overheads and can result in redundant messages which can further cause the Broadcasting Strom problem. In this paper, we propose an efficient fuzzy logic based probabilistic broadcasting for AODV protocol in order to reduce overheads. The fuzzy based logic criteria make decisions which are based on some of the important parameters affecting broadcasting like number of neighbors, bandwidth available and remaining energy. The simulation result shows that the proposed algorithm is efficient and reliable with respect to the consumed power, throughput, overhead, collision rate and it also maintains low normalized routing load as compared to AODV and other routing protocols proposed in the literature in which simple flooding or fixed probability broadcasting is used.
引用
收藏
页码:666 / 675
页数:10
相关论文
共 50 条
  • [1] Efficient Fuzzy Logic Based Probabilistic Broadcasting for Mobile Ad hoc Network
    Sumit Kumar
    Shabana Mehfuz
    [J]. International Journal of Computational Intelligence Systems, 2016, 9 : 666 - 675
  • [2] Probabilistic: A Fuzzy Logic-Based Distance Broadcasting Scheme For Mobile Ad Hoc Networks
    Bano, Tasneem
    Singhai, Jyoti
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2012, 3 (09) : 124 - 129
  • [3] A fuzzy-logic control based probabilistic broadcasting technique for mobile ad hoc networks
    Bano, Tasneem
    Singhai, Jyoti
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2014, 27 (04) : 1791 - 1802
  • [4] Energy Efficient Probabilistic Broadcasting for Mobile Ad-Hoc Network
    Kumar S.
    Mehfuz S.
    [J]. Journal of The Institution of Engineers (India): Series B, 2017, 98 (3) : 289 - 294
  • [5] Fuzzy-based Probabilistic Broadcasting in Mobile Ad Hoc Networks
    Liarokapis, Dimitrios
    Shahrabi, Ali
    [J]. 2011 IFIP WIRELESS DAYS (WD), 2011,
  • [6] Intelligent probabilistic broadcasting in mobile ad hoc network: a PSO approach
    Kumar S.
    Mehfuz S.
    [J]. Journal of Reliable Intelligent Environments, 2016, 2 (2) : 107 - 115
  • [7] Probabilistic and fuzzy based efficient routing protocol for mobile ad hoc networks
    Agarwal, Madan Mohan
    Saini, Hemraj
    Govil, Mahesh Chandra
    [J]. Recent Advances in Computer Science and Communications, 2020, 13 (03): : 422 - 432
  • [8] Dynamic probabilistic broadcasting in mobile ad hoc networks
    Zhang, Q
    Agrawal, DP
    [J]. 2003 IEEE 58TH VEHICULAR TECHNOLOGY CONFERENCE, VOLS1-5, PROCEEDINGS, 2003, : 2860 - 2864
  • [9] Efficient power aware broadcasting technique for mobile ad hoc network
    Vijayakumar, P.
    Poongkuzhali, T.
    [J]. INTERNATIONAL CONFERENCE ON COMMUNICATION TECHNOLOGY AND SYSTEM DESIGN 2011, 2012, 30 : 782 - 789
  • [10] Efficient Broadcasting in Mobile Ad Hoc Networks
    Khabbazian, Majid
    Bhargava, Vijay K.
    [J]. IEEE TRANSACTIONS ON MOBILE COMPUTING, 2009, 8 (02) : 231 - 245