Unicast Quality of Service Routing in Mobile Ad Hoc Networks Based on Neuro-fuzzy Agents

被引：0
作者：
Budyal, V. R. [1 ]
Manvi, S. S. [2 ]
Hiremath, S. C. [3 ]
机构：
[1] Basaveshwar Engn Coll, Bagalkot, India
[2] Reva Inst Technol & Management, Bangalore, Karnataka, India
[3] G. M. Inst Technol, Dept Elect & Commun Engn, Davanagere, India
来源：
INFORMATION TECHNOLOGY AND MOBILE COMMUNICATION | 2011年 / 147卷
关键词：
mobile ad hoc networks; routing; neuro-fuzzy; software agents;
D O I：
暂无
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
This position paper presents Quality of Service (QoS) routing model in Mobile Ad hoc Networks (MANETs) by using software agents that employ fuzzy logic and neural networks for intelligent routing. It uses Dynamic Source Routing (DSR) in MANETs to find various paths and attributes. Fuzzy static agents decide whether each node on the path satisfies QoS requirement for multimedia application. The static neuro-fuzzy agents are used for training and learning to optimize the input and output fuzzy membership functions according to user requirement, and Q-learning (reinforcement learning) static agent is employed for fuzzy inference instead of experts experience. Mobile agents are used to maintain and repair the paths.
引用
收藏
页码：375 / +
页数：2
相关论文
共 50 条
  • [41] Quality of Service Aware Cluster Routing in Vehicular Ad Hoc Networks
    Wahid, Ishtiaq
    Ullah, Fasee
    Ahmad, Masood
    Khan, Atif
    Uddin, M. Irfan
    Alharbi, Abdullah
    Alosaimi, Wael
    CMC-COMPUTERS MATERIALS & CONTINUA, 2021, 67 (03): : 3949 - 3965
  • [42] Agent driven Multi-Constrained Quality of Service Anycast Routing in Mobile Ad hoc Networks
    Budyal, Vijayashree
    Manvi, S. S.
    Hiremath, S. G.
    2013 INTERNATIONAL CONFERENCE ON INFORMATION NETWORKING (ICOIN), 2013,
  • [43] Routing in Mobile Phone Ad Hoc Networks
    Kamkuemah, Martha
    Le, Hanh
    2013 FIFTH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE, COMMUNICATION SYSTEMS AND NETWORKS (CICSYN), 2013, : 316 - 321
  • [44] Adaptive routing for mobile ad hoc networks
    Jeroen Hoebeke
    Ingrid Moerman
    Piet Demeester
    EURASIP Journal on Wireless Communications and Networking, 2012
  • [45] Multicast Routing in Mobile Ad Hoc Networks
    Hasnaa Moustafa
    Houda Labiod
    Telecommunication Systems, 2004, 25 : 65 - 88
  • [46] Multicast routing in mobile ad hoc networks
    Moustafa, H
    Labiod, H
    TELECOMMUNICATION SYSTEMS, 2004, 25 (1-2) : 65 - 88
  • [47] ABRP: Anchor-based Routing Protocol for Mobile Ad Hoc Networks
    Huaizhi Li
    Mukesh Singhal
    Wireless Personal Communications, 2007, 42 : 277 - 300
  • [48] Adaptive routing for mobile ad hoc networks
    Hoebeke, Jeroen
    Moerman, Ingrid
    Demeester, Piet
    EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2012,
  • [49] ABRP: Anchor-based routing protocol for mobile ad hoc networks
    Li, Huaizhi
    Singhal, Mukesh
    WIRELESS PERSONAL COMMUNICATIONS, 2007, 42 (02) : 277 - 300
  • [50] Ant colony optimization for routing in mobile ad hoc networks
    Yu, Wan-Jun
    Zuo, Guo-Ming
    Li, Qianq-Qian
    PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2008, : 1147 - 1151
12345