Optimization Strategy for AODV Routing Protocol Based on Modified Ant Colony Algorithm

被引:0
|
作者
Hu, Weihua [1 ]
Li, Yuanzhou [1 ]
机构
[1] Hangzhou Dianzi Univ, Hangzhou 310018, Zhejiang, Peoples R China
关键词
Ad hoc; AODV; ant colony algorithm;
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
The Ad hoc On-Demand Distance Vector (AODV) routing protocol doesn't consider the node itself condition in the route discovery. So it may cause some local nodes congestion, thus affects the whole transmission characteristic of the net: Meanwhile, in high-speed mobile network conditions, due to the dynamic change of topology structure, causes the communication link expire frequently, therefore increased the transmission latency greatly. This paper combines with ant colony algorithm, based on AODV routing protocol, proposed a modified routing protocol. The modified routing protocol considers the node routing load, remaining power, routing hop count, and so on. In the route discovery stage, the downward node in communication link makes the judgment to its own situation, avoids the node blindly processing route request: with the improved ant algorithm, the modified routing protocol makes the source node establish many ways to the destination node. Finally, the NS2 simulation shows that the modified protocol reduces the average delay, routing load and packet loss rate while increasing the data forwarding capacity of nodes.
引用
收藏
页码:34 / 41
页数:8
相关论文
共 50 条
  • [21] Routing Algorithm Based on Ant Colony Optimization for Mobile Social Network
    Wu, Yanfei
    Zhu, Yanqin
    Yang, Zhe
    [J]. 2017 18TH IEEE/ACIS INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, ARTIFICIAL INTELLIGENCE, NETWORKING AND PARALLEL/DISTRIBUTED COMPUTING (SNDP 2017), 2017, : 297 - 302
  • [22] Multipath Routing Algorithm Based on Ant Colony Optimization and Energy Awareness
    Zhao, Zuopeng
    Hou, Mengting
    Zhang, Nana
    Gao, Meng
    [J]. WIRELESS PERSONAL COMMUNICATIONS, 2017, 94 (04) : 2937 - 2948
  • [23] A mitigating stagnation-based ant colony optimization routing algorithm
    Li, Y
    Ma, ZX
    Cao, ZG
    [J]. INTERNATIONAL SYMPOSIUM ON COMMUNICATIONS AND INFORMATION TECHNOLOGIES 2005, VOLS 1 AND 2, PROCEEDINGS, 2005, : 34 - 37
  • [24] Ant Colony Algorithm Based Vehicle Routing Optimization of Tobacco Distribution
    Shi, Qingsheng
    Hu, Hongchun
    Lu, Ke
    [J]. PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON MECHATRONICS, CONTROL AND AUTOMATION ENGINEERING (MCAE), 2016, 58 : 164 - 167
  • [25] School Bus Routing Problem Based on Ant Colony Optimization Algorithm
    Huo, Lingmei
    Yan, Guifeng
    Fan, Bowen
    Wang, Hongzhou
    Gao, Weitao
    [J]. 2014 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE AND EXPO (ITEC) ASIA-PACIFIC 2014, 2014,
  • [26] Multipath Routing Algorithm Based on Ant Colony Optimization and Energy Awareness
    Zuopeng Zhao
    Mengting Hou
    Nana Zhang
    Meng Gao
    [J]. Wireless Personal Communications, 2017, 94 : 2937 - 2948
  • [27] A QoS Routing Algorithm Based on Ant Colony Optimization and Mobile Agent
    Cao Huaihu
    [J]. 2012 INTERNATIONAL WORKSHOP ON INFORMATION AND ELECTRONICS ENGINEERING, 2012, 29 : 1208 - 1212
  • [28] Optimization of network routing ant colony algorithm based on feedback constraint
    Liu, Li-jun
    [J]. WIRELESS COMMUNICATION AND SENSOR NETWORK, 2016, : 590 - 597
  • [29] Research on the optimization of logistics vehicle routing under multimode transportation strategy based on ant colony algorithm
    Qi, Haining
    Liu, Yanqiu
    Xu, Shida
    [J]. SECOND INTERNATIONAL CONFERENCE ON PHYSICS, MATHEMATICS AND STATISTICS, 2019, 1324
  • [30] A Modified Ant Colony Algorithm for Vehicle Routing Problem
    Yu, Shanshan
    Xiang, Xiaolin
    [J]. EBM 2010: INTERNATIONAL CONFERENCE ON ENGINEERING AND BUSINESS MANAGEMENT, VOLS 1-8, 2010, : 2631 - 2635