Genetic Centralized Dynamic Clustering in Wireless Sensor Networks

被引：5
|
作者：
Kheireddine, Mekkaoui [1 ]
Abdellatif, Rahmoun [2 ]
Ferrari, Gianluigi [3 ]
机构：
[1] Univ Dr Tahar Moulay, GeCoDe Laoratory, Saida, Algeria
[2] Univ Djilllai Liabes, EEDIS Laboratoty, Sba, Algeria
[3] Univ Parma, WASNLab Lab, I-43100 Parma, Italy
来源：
COMPUTER SCIENCE AND ITS APPLICATIONS, CIIA 2015 | 2015年 / 456卷
关键词：
D O I：
10.1007/978-3-319-19578-0_41
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In order to overcome the energy loss involved by communications in wireless sensor networks (WSN), the use of clustering has proven to be effective. In this paper, we proposed a dynamic centralized genetic algorithm (GA)-based clustering approach to optimize the clustering configuration (cluster heads and cluster members) to limit node energy consumption. The obtained simulation results show that the proposed technique overcomes the LEACH clustering algorithm.
引用
收藏
页码：503 / 511
页数：9
相关论文
共 50 条
  • [1] Centralized Dynamic Clustering for Wireless Sensor Network
    Bajaber, Fuad
    Awan, Irfan
    2009 INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS WORKSHOPS: WAINA, VOLS 1 AND 2, 2009, : 193 - 198
  • [2] Centralized Clustering Evolutionary Algorithms for Wireless Sensor Networks
    Hamza, Kamal S.
    Amir, Fathy
    INTERNATIONAL CONFERENCE ON INFORMATICS AND SYSTEMS (INFOS 2016), 2016, : 273 - 277
  • [3] A Centralized Evolutionary Clustering Protocol for Wireless Sensor Networks
    Hatamian, Majid
    Ahmadpoor, Seyed Sajad
    Berenjian, Samaneh
    Razeghi, Behrooz
    Barati, Hamid
    2015 6TH INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND NETWORKING TECHNOLOGIES (ICCCNT), 2015, : 24 - 29
  • [4] A New Centralized Clustering Algorithm for Wireless Sensor Networks
    Cuevas-Martinez, Juan-Carlos
    Yuste-Delgado, Antonio-Jesus
    Leon-Sanchez, Antonio-Jose
    Saez-Castillo, Antonio-Jose
    Trivino-Cabrera, Alicia
    SENSORS, 2019, 19 (20)
  • [5] Overlapped Schedules with Centralized Clustering for Wireless Sensor Networks
    Ammar, Ibrahim
    Miskeen, Guzlan
    Awan, Irfan
    2013 IEEE 27TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS (AINA), 2013, : 33 - 40
  • [6] A Dynamic Clustering Construction for Wireless Sensor Networks
    Capo-Chichi, Eugene Pamba
    Martins, David
    Guyennet, Herve
    Felea, Violeta
    PROCEEDINGS OF THE 2009 INTERNATIONAL SYMPOSIUM ON COLLABORATIVE TECHNOLOGIES AND SYSTEMS, 2009, : 565 - 570
  • [7] A local-centralized adaptive clustering algorithm for wireless sensor networks
    Li, Wenfeng
    Chen, Weike
    Ming, Xinzhu
    ICCCN 2006: 15TH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS, PROCEEDINGS, 2006, : 149 - +
  • [8] CGC: centralized genetic-based clustering protocol for wireless sensor networks using onion approach
    Majid Hatamian
    Hamid Barati
    Ali Movaghar
    Alireza Naghizadeh
    Telecommunication Systems, 2016, 62 : 657 - 674
  • [9] A local-centralized adaptive clustering algorithm for wireless sensor networks
    Chen, Weike
    Li, Wenfeng
    Ming, Xinzhu
    2006 IEEE INTERNATIONAL CONFERENCE ON INFORMATION ACQUISITION, VOLS 1 AND 2, CONFERENCE PROCEEDINGS, 2006, : 478 - 483
  • [10] Differential Game Based Centralized Clustering Algorithm for Wireless Sensor Networks
    Lin Lin
    Zhou Xianwei
    Deng Yu
    Du Liping
    Ma Zhonggui
    2009 FIRST INTERNATIONAL CONFERENCE ON FUTURE INFORMATION NETWORKS, 2009, : 135 - +
12345