Cluster Based Energy Efficient Routing Protocol Using ANT Colony Optimization and Breadth First Search

被引:15
|
作者
Rakhee [1 ]
Srinivas, M. B. [1 ]
机构
[1] BITS Pilani, Hyderabad Campus, Hyderabad 500060, Andhra Pradesh, India
来源
TWELFTH INTERNATIONAL CONFERENCE ON COMMUNICATION NETWORKS, ICCN 2016 / TWELFTH INTERNATIONAL CONFERENCE ON DATA MINING AND WAREHOUSING, ICDMW 2016 / TWELFTH INTERNATIONAL CONFERENCE ON IMAGE AND SIGNAL PROCESSING, ICISP 2016 | 2016年 / 89卷
关键词
ANT Colony; Clustering; OMNeT plus; Optimization; WBAN;
D O I
10.1016/j.procs.2016.06.019
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents an algorithm to choose optimal path for data delivery for continuous monitoring of vital signs of patients in Body Area Network (BAN) in hospital indoor environments where a large number of patients exist and the traffic generated on the path rapidly changes over time. The methodology for finding the optimal path includes a meta-heuristic that combines ANT Colony Optimization (ACO) using Clustering. We propose a ACOBAN Clustering for monitoring BAN data and propose a method to improve network life, energy, load balancing on the overall network. Since traffic generated by BANs on the network changes with time, so the optimal path is important in Wireless Body Area Network. Our algorithm ensures network connectivity by using a mechanism of modified Cluster Head rotation process level by level and using breadth first search algorithm which avoids trapping during exploration. In the current work, we implemented ACO method and done experimental results on OMNeT++ to prove that the proposed method can find a better solution than conventional methods. (C) 2016 The Authors. Published by Elsevier B.V.
引用
收藏
页码:124 / 133
页数:10
相关论文
共 50 条
  • [1] Energy efficient cluster based routing protocol for WSN using butterfly optimization algorithm and ant colony optimization
    Maheshwari, Prachi
    Sharma, Ajay K.
    Verma, Karan
    AD HOC NETWORKS, 2021, 110
  • [2] Energy Efficient Cluster Based Routing Protocol for WSN Using Firefly Algorithm and Ant Colony Optimization
    Wang, Zongshan
    Ding, Hongwei
    Li, Bo
    Bao, Liyong
    Yang, Zhijun
    Liu, Qianlin
    WIRELESS PERSONAL COMMUNICATIONS, 2022, 125 (03) : 2167 - 2200
  • [3] Energy Efficient Cluster Based Routing Protocol for WSN Using Firefly Algorithm and Ant Colony Optimization
    Zongshan Wang
    Hongwei Ding
    Bo Li
    Liyong Bao
    Zhijun Yang
    Qianlin Liu
    Wireless Personal Communications, 2022, 125 : 2167 - 2200
  • [4] An Energy Efficient Routing Protocol for Cluster-Based Wireless Sensor Networks Using Ant Colony Optimization
    Salehpour, Ali-Asghar
    Mirmobin, Babak
    Afzali-Kusha, Ali
    Mohammadi, Siamak
    IIT: 2008 INTERNATIONAL CONFERENCE ON INNOVATIONS IN INFORMATION TECHNOLOGY, 2008, : 594 - +
  • [5] Energy Efficient MANET Routing Protocol Based on Ant Colony Optimization
    Abdullah, Ako Muhammad
    Ozen, Emre
    Bayramoglu, Husnu
    AD HOC & SENSOR WIRELESS NETWORKS, 2020, 47 (1-4) : 73 - 96
  • [6] An Energy Efficient Mesh LNN Routing Protocol Based on Ant Colony Optimization
    Marques, Vinicius de Figueiredo
    Kniess, Janine
    Parpinelli, Rafael Stubs
    2018 IEEE 16TH INTERNATIONAL CONFERENCE ON INDUSTRIAL INFORMATICS (INDIN), 2018, : 43 - 48
  • [7] An energy efficient load balanced cluster-based routing using ant colony optimization for WSN
    Guleria, Kalpna
    Verma, Anil Kumar
    INTERNATIONAL JOURNAL OF PERVASIVE COMPUTING AND COMMUNICATIONS, 2018, 14 (3-4) : 233 - 246
  • [8] Enhanced energy efficient routing scheme based ant colony optimization
    Chithra, K.
    Shunmughanaathan, V. K.
    Karthik, S.
    Srihari, K.
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2022, 43 (04) : 4975 - 4985
  • [9] Energy Efficient and Effect of Mobility on ACDTN Routing Protocol based on Ant Colony
    Ababou, Mohamed
    El kouch, Rachid
    Bellafkih, Mostafa
    Ababou, Nabil
    PROCEEDINGS OF 2015 INTERNATIONAL CONFERENCE ON ELECTRICAL AND INFORMATION TECHNOLOGIES (ICEIT 2015), 2015, : 335 - 340
  • [10] Ant Colony Optimization Based Energy Saving Routing for Energy-Efficient Networks
    Kim, Young-Min
    Lee, Eun-Jung
    Park, Hong-Shik
    IEEE COMMUNICATIONS LETTERS, 2011, 15 (07) : 779 - 781