An Energy Optimization Approach for Wireless Sensor Network Based on Complexity Control Algorithm

被引:0
|
作者
Dong, Ting [1 ]
Fan, Chunxiao [1 ]
Wen, Zhigang [1 ]
Ji, Yang [2 ]
机构
[1] Beijing Univ Posts & Telecommun Beijing, Sch Elect Engn, Beijing 100876, Peoples R China
[2] Beijing Univ Posts & Telecommun, Sch Informat & Commun Engn, Beijing 100876, Peoples R China
基金
中国国家自然科学基金;
关键词
Wireless sensor networks; Network energy consumption; Fractal dimension; Network complexity;
D O I
10.4028/www.scientific.net/AMM.481.187
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
To the energy limited of nodes and imbalance energy consuming among nodes, this paper propose a algorithm of wireless sensor networks based on network building and complexity calculating, analyzed the energy consumption ration between classical cluster algorithm and new strategy. The algorithm uses a method that calculating each cluster complex and adjusting the structure of clusters if which clusters has high degree complexity. The analysis of the results shows that the algorithm improves energy efficiency and the life time of sensor network.
引用
收藏
页码:187 / +
页数:2
相关论文
共 50 条
  • [1] Optimization and Control of Wireless Rechargeable Sensor Network Based on Intelligent Algorithm
    Liu, Jinfu
    Feng, Fan
    2020 3RD WORLD CONFERENCE ON MECHANICAL ENGINEERING AND INTELLIGENT MANUFACTURING (WCMEIM 2020), 2020, : 126 - 130
  • [2] Clustering algorithm based on nature-inspired approach for energy optimization in heterogeneous wireless sensor network
    Agbehadji, Israel Edem
    Millham, Richard C.
    Abayomi, Abdultaofeek
    Jung, Jason J.
    Fong, Simon James
    Frimpong, Samuel Ofori
    APPLIED SOFT COMPUTING, 2021, 104
  • [3] Energy Optimization Algorithm Based on Data Density Correlation in Wireless Sensor Network
    Jiang Wanyuan
    Li Peng
    Xu He
    Nie Huqing
    COMPLEX, INTELLIGENT, AND SOFTWARE INTENSIVE SYSTEMS, CISIS-2017, 2018, 611 : 589 - 598
  • [4] The network clustering optimization algorithm of wireless sensor network with energy replenishment
    Duo P.
    Suoping L.
    Qiuyu Z.
    Sensor Letters, 2016, 14 (12) : 1231 - 1238
  • [5] Energy optimization of ant colony algorithm in wireless sensor network
    Li, Peng
    Nie, Huqing
    Qiu, Lingfeng
    Wang, Ruchuan
    INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2017, 13 (04):
  • [6] A Farmland Wireless Sensor Network Optimization Topology Control Algorithm
    Li, Feifei
    Wu, Huarui
    Yuan, Ling
    Miao, Yisheng
    Zhu, Li
    MACHINERY ELECTRONICS AND CONTROL ENGINEERING III, 2014, 441 : 1005 - +
  • [7] An algorithm based on energy conservation in wireless sensor network
    Liu, Gang
    Ying hua-Ji
    2009 IITA INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS ENGINEERING, PROCEEDINGS, 2009, : 275 - 278
  • [8] WIRELESS SENSOR NETWORK ENERGY EFFICIENT COVERAGE METHOD BASED ON INTELLIGENT OPTIMIZATION ALGORITHM
    Chen, Yang
    Xu, Xiaoguang
    Wang, Yong
    DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES S, 2019, 12 (4-5): : 887 - 900
  • [9] Routing optimization algorithm based on nodes density and energy consumption of wireless sensor network
    Jing, Hengchang
    Journal of Computational Information Systems, 2015, 11 (14): : 5047 - 5054
  • [10] Wireless sensor network adaptive energy optimization clustering algorithm based on routing rules
    Yang, Gao
    Journal of Networks, 2014, 9 (07) : 1935 - 1940