A Deployment Strategy for Multiple Types of Requirements in Wireless Sensor Networks

被引:71
|
作者
Liu, Xuxun [1 ]
机构
[1] S China Univ Technol, Sch Elect & Informat Engn, Guangzhou 510641, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
Ant colony optimization (ACO); multiple types of requirements; node deployment; wireless sensor networks (WSNs); ANT COLONY OPTIMIZATION; BARRIER COVERAGE; NODE DEPLOYMENT; SELF-DEPLOYMENT; GRID COVERAGE; ALGORITHMS; PLACEMENT; CLASSIFICATION; SURVEILLANCE; PROTOCOLS;
D O I
10.1109/TCYB.2015.2443062
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Node deployment is one of the most crucial issues in wireless sensor networks, and it is of realistic significance to complete the deployment task with multiple types of application requirements. In this paper, we propose a deployment strategy for multiple types of requirements to solve the problem of deterministic and grid-based deployment. This deployment strategy consists of three deployment algorithms, which are for different deployment objectives. First, instead of general random search, we put forward a deterministic search mechanism and the related cost-based deployment algorithm, in which nodes are assigned to different groups which are connected by nearshortest paths, and realize significant reduction of path length and deployment cost. Second, rather than ordinary nondirection deployment, we present a notion of counterflow and the related delay-based deployment algorithm, in which the profit of deployment cost and loss of transmission delay are evaluated, and achieve much diminishing of transmission path length and transmission delay. Third, instead of conventional uneven deployment based on the distances to the sink, we propose a concept of node load level and the related lifetime-based deployment algorithm, in which node distribution is determined by the actual load levels and extra nodes are deployed only where really necessary. This contributes to great improvement of network lifetime. Last, extensive simulations are used to test and verify the effectiveness and superiority of our findings.
引用
收藏
页码:2364 / 2376
页数:13
相关论文
共 50 条
  • [1] Deployment Strategy of Wireless Sensor Networks: A Survey
    Jiang, Pei
    Dong, Li
    Pang, Xueliang
    PROCEEDINGS OF THE 2016 6TH INTERNATIONAL CONFERENCE ON MACHINERY, MATERIALS, ENVIRONMENT, BIOTECHNOLOGY AND COMPUTER (MMEBC), 2016, 88 : 1400 - 1408
  • [2] Secure multiple deployment in wireless sensor networks
    Li, Guorui
    He, Jingsha
    Fu, Yingfang
    2007 FOURTH ANNUAL INTERNATIONAL CONFERENCE ON MOBILE AND UBIQUITOUS SYSTEMS: NETWORKING & SERVICES, 2007, : 389 - +
  • [3] Deployment Strategy of Wireless Sensor Networks for Internet of Things
    Liu Qiang
    Huang Xiaohong
    Leng Supeng
    Li Longjiang
    Mao Yuming
    CHINA COMMUNICATIONS, 2011, 8 (08) : 111 - 120
  • [4] On Deployment Optimization Strategy for Hybrid Wireless Sensor Networks
    Ying, Zhang
    Wei, Zhao
    26TH CHINESE CONTROL AND DECISION CONFERENCE (2014 CCDC), 2014, : 1875 - 1880
  • [5] Optimizing wireless sensor networks deployment with coverage and connectivity requirements
    Pugliese, Luigi Di Puglia
    Guerriero, Francesca
    Mitton, Nathalie
    ANNALS OF OPERATIONS RESEARCH, 2025, : 1997 - 2008
  • [6] Secure multiple deployment scheme in wireless sensor networks
    Li, Guo-Rui
    He, Jing-Sha
    Wang, Ying
    Fu, Ying-Fang
    Beijing Gongye Daxue Xuebao / Journal of Beijing University of Technology, 2009, 35 (01): : 114 - 118
  • [7] Optimized deployment strategy of mobile agents in wireless sensor networks
    Wang, Xue
    Wang, Sheng
    Jiang, Aiguo
    ISDA 2006: SIXTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS, VOL 2, 2006, : 893 - +
  • [8] Beacon deployment strategy for guaranteed localization in wireless sensor networks
    Sun, Dayang
    Leung, Victor C. M.
    Qian, Zhihong
    Liu, Yanheng
    Ge, Bin
    WIRELESS NETWORKS, 2016, 22 (06) : 1947 - 1959
  • [9] Deployment Strategy Analysis for Underwater Cooperative Wireless Sensor Networks
    Iqbal, Zafar
    Lee, Heung-No
    2015 INTERNATIONAL CONFERENCE ON ICT CONVERGENCE (ICTC), 2015, : 699 - 703
  • [10] Beacon deployment strategy for guaranteed localization in wireless sensor networks
    Dayang Sun
    Victor C. M. Leung
    Zhihong Qian
    Yanheng Liu
    Bin Ge
    Wireless Networks, 2016, 22 : 1947 - 1959