MCBT: Multi-Hop Cluster Based Stable Backbone Trees for Data Collection and Dissemination in WSNs

被引:9
|
作者
Shin, Inyoung
Kim, Moonseong [1 ]
Mutka, Matt W. [1 ]
Choo, Hyunseung [2 ]
Lee, Tae-Jin [2 ]
机构
[1] Michigan State Univ, Dept Comp Sci & Engn, E Lansing, MI 48824 USA
[2] Sungkyunkwan Univ, Sch Informat & Commun Engn, Seoul, South Korea
关键词
multi-hop cluster; backbone; load balancing; energy efficient routing; network lifetime; WIRELESS SENSOR NETWORKS; TOPOLOGY; MOBILE;
D O I
10.3390/s90806028
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
We propose a stable backbone tree construction algorithm using multi-hop clusters for wireless sensor networks (WSNs). The hierarchical cluster structure has advantages in data fusion and aggregation. Energy consumption can be decreased by managing nodes with cluster heads. Backbone nodes, which are responsible for performing and managing multi-hop communication, can reduce the communication overhead such as control traffic and minimize the number of active nodes. Previous backbone construction algorithms, such as Hierarchical Cluster-based Data Dissemination (HCDD) and Multicluster, Mobile, Multimedia radio network (MMM), consume energy quickly. They are designed without regard to appropriate factors such as residual energy and degree (the number of connections or edges to other nodes) of a node for WSNs. Thus, the network is quickly disconnected or has to reconstruct a backbone. We propose a distributed algorithm to create a stable backbone by selecting the nodes with higher energy or degree as the cluster heads. This increases the overall network lifetime. Moreover, the proposed method balances energy consumption by distributing the traffic load among nodes around the cluster head. In the simulation, the proposed scheme outperforms previous clustering schemes in terms of the average and the standard deviation of residual energy or degree of backbone nodes, the average residual energy of backbone nodes after disseminating the sensed data, and the network lifetime.
引用
收藏
页码:6028 / 6045
页数:18
相关论文
共 43 条
  • [31] Control of accumulated multi-hop synchronous acquisition error based on the cross-layer design of machine vibration WSNs
    Xiao X.
    Deng L.
    Tang B.
    Huang Y.
    Zhendong yu Chongji/Journal of Vibration and Shock, 2020, 39 (09): : 97 - 102and117
  • [32] Position-Based Scheme for Multi-Hop Routing Protocol in Cluster-Based Wireless Sensor Networks
    Wibisono, Waskitho
    Ahmad, Tohari
    Anggoro, Radityo
    PROCEEDINGS OF 2018 4TH INTERNATIONAL CONFERENCE ON WIRELESS AND TELEMATICS (ICWT), 2018,
  • [33] Multi-Hop Energy Efficient Routing Protocol Based on Data Controlling for Wireless Sensor Networks
    Chelbi, Slaheddine
    Abdouli, Majed
    Bouaziz, Rafik
    Duvallet, Claude
    2013 ACS INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS (AICCSA), 2013,
  • [34] A new Energy Aware Cluster Based Multi-hop Energy Efficient routing protocol for Wireless Sensor Networks
    Toor, Amanjot Singh
    Jain, A. K.
    2018 THE 6TH IEEE INTERNATIONAL CONFERENCE ON SMART ENERGY GRID ENGINEERING (SEGE 2018), 2018, : 133 - 137
  • [35] Fuzzy logic with honey badger algorithm for cluster-based multi-hop routing protocol for wireless sensor networks
    Soundararajan, Sankaranarayanan
    Kurangi, Chinnarao
    Basha, Anwer
    Ahamed, Saahira banu
    INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS, 2024, 37 (12)
  • [36] An Energy-Efficient Cluster Formation Based on Optimal Node Distribution in Full Capacity Multi-Hop LoRa Networks
    Paul, Biswajit
    Assi, Chadi
    Kaddoum, Georges
    Palit, Rajesh
    Islam, Salekul
    IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY, 2024, 5 (779-794): : 779 - 794
  • [37] Energy efficient cluster and travelling salesman problem based data collection using WSNs for Intelligent water irrigation and fertigation
    Karunanithy, Kalaivanan
    Velusamy, Bhanumathi
    MEASUREMENT, 2020, 161
  • [38] Cluster-Based Multi-Hop Wake-up Control for Top-k Query in Wireless Sensor Networks
    Murakami, Takuya
    Shiraishi, Junya
    Yomo, Hiroyuki
    IEICE Transactions on Communications, 2024, E107.B (12) : 928 - 935
  • [39] Energy Aware Cluster Based Multi-hop Energy Efficient Routing Protocol using Multiple Mobile Nodes (MEACBM) in Wireless Sensor Networks
    Toor, Amanjot Singh
    Jain, A. K.
    AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2019, 102 : 41 - 53
  • [40] Low latency and energy efficient routing-aware network coding-based data transmission in multi-hop and multi-sink WSN
    Singh, Amit
    Nagaraju, A.
    AD HOC NETWORKS, 2020, 107