MOTH FLAME BASED OPTIMIZED PLACEMENT OF RELAY NODES FOR FAULT TOLERANT WIRELESS SENSOR NETWORKS

被引:0
|
作者
Sapre, Saunhita [1 ]
Mini, S. [1 ]
机构
[1] Natl Inst Technol Goa, Dept Comp Sci & Engn, Ponda 403401, Goa, India
关键词
ANT COLONY OPTIMIZATION; ROUTING ALGORITHM; LIFETIME;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Due to adverse effects of hostile deployment environment(s), sensors nodes (SNs) deployed in the network may drain or get damaged. This attributes for loss of connectivity between the sensors and the sink node. Hence it is necessary to design the wireless sensor network (WSN) in a manner that the network is capable of coping up with the failure of few nodes/links. Using single hop data communication model reduces the lifetime of the network as the SNs are resource constrained (in terms of battery). Relay nodes (RNs) facilitate in improving network lifetime, fault tolerance and/or connectivity. Finding minimum number of relay nodes for a fault tolerant, fully connected network is a NP Hard problem. In this paper, we follow two phase relay node placement procedure to achieve the objective. In the first phase, we cluster the SNs using mean shift algorithm and place RNs as the cluster heads. In the second phase, we use metaheuristic algorithms like Moth Flame Optimization (MFO), Differential Evolution (DE), Bat algorithm (BA) and Biogeography Based Optimization algorithm (BBO) to place the RNs such that the required fault tolerance is achieved along with fully connected network. Extensive simulation results prove that MFO algorithm performs better for fault tolerant relay node placement problem.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Fault-tolerant relay node placement in wireless sensor networks
    Liu, H
    Wan, PJ
    Jia, XH
    COMPUTING AND COMBINATORICS, PROCEEDINGS, 2005, 3595 : 230 - 239
  • [2] Placement of Relay Nodes in Wireless Sensor Networks
    Sharma, Ramya
    Ranga, Virender
    Angra, Suneer
    2015 INTERNATIONAL CONFERENCE ON GREEN COMPUTING AND INTERNET OF THINGS (ICGCIOT), 2015, : 999 - 1004
  • [3] Fault-tolerant relay node placement in heterogeneous wireless sensor networks
    Han, Xiaofeng
    Cao, Xiang
    Lloyd, Errol L.
    Shen, Chien-Chung
    INFOCOM 2007, VOLS 1-5, 2007, : 1667 - +
  • [4] Fault-Tolerant and Constrained Relay Node Placement in Wireless Sensor Networks
    Khoufi, Ines
    Minet, Pascale
    Laouiti, Anis
    PROCEEDINGS 2016 IEEE 13TH INTERNATIONAL CONFERENCE ON MOBILE AD HOC AND SENSOR SYSTEMS (MASS 2016), 2016, : 127 - 135
  • [5] Fault-Tolerant Relay Node Placement in Heterogeneous Wireless Sensor Networks
    Han, Xiaofeng
    Cao, Xiang
    Lloyd, Errol L.
    Shen, Chien-Chung
    IEEE TRANSACTIONS ON MOBILE COMPUTING, 2010, 9 (05) : 643 - 656
  • [6] A GA-based approach for fault tolerant relay node placement in wireless sensor networks
    Azharuddin, Md
    Jana, Prasanta K.
    2015 THIRD INTERNATIONAL CONFERENCE ON COMPUTER, COMMUNICATION, CONTROL AND INFORMATION TECHNOLOGY (C3IT), 2015,
  • [7] Integrated Placement and Routing of Relay Nodes for Fault-Tolerant Hierarchical Sensor Networks
    Bari, Ataul
    Xu, Yufei
    Jaekel, Arunita
    2008 PROCEEDINGS OF 17TH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS, VOLS 1 AND 2, 2008, : 903 - 908
  • [8] Optimal placement of relay nodes in two-tiered, fault tolerant sensor networks
    Bari, Ataul
    Jaekel, Arunita
    Bandyopadhyay, Subir
    2007 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS, VOLS 1-3, 2007, : 809 - 814
  • [9] Relay Node Placement with Base Stations in Wireless Sensor Networks Fault-Tolerant
    GAO Zhipeng
    CHEN Kan
    QIU Xuesong
    Chinese Journal of Electronics, 2014, 23 (04) : 794 - 800
  • [10] Relay Node Placement with Base Stations in Wireless Sensor Networks Fault-Tolerant
    Gao Zhipeng
    Chen Kan
    Qiu Xuesong
    CHINESE JOURNAL OF ELECTRONICS, 2014, 23 (04) : 794 - 800