A sensor node scheduling algorithm for heterogeneous wireless sensor networks

被引:8
|
作者
Wang, Zhangquan [1 ]
Chen, Yourong [1 ]
Liu, Banteng [1 ]
Yang, Haibo [1 ]
Su, Ziyi [1 ]
Zhu, Yunkai [2 ]
机构
[1] Zhejiang Shuren Univ, Coll Informat Sci & Technol, Hangzhou 310015, Zhejiang, Peoples R China
[2] Zhejiang Hangjia Technol Dev Ltd Co, Hangzhou, Zhejiang, Peoples R China
基金
中国国家自然科学基金;
关键词
Heterogeneous wireless sensor networks; network lifetime; regional coverage; arc coverage; residual energy; LIFETIME; OPTIMIZATION; COVERAGE;
D O I
10.1177/1550147719826311
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
To improve the regional coverage rate and network lifetime of heterogeneous wireless sensor networks, a sensor node scheduling algorithm for heterogeneous wireless sensor networks is proposed. In sensor node scheduling algorithm, heterogeneous perception radius of sensor node is considered. Incomplete coverage constraint and arc coverage interval are analyzed. Regional coverage increment optimization model, arc coverage increment optimization model, and residual energy optimization model are proposed. Multi-objective scheduling model is established using weight factors and integrated function. Furthermore, the heuristic method is proposed to solve the multi-objective optimization model, and scheduling scheme of heterogeneous sensor nodes is obtained. When the network is in operation for a period of time, some sensor nodes are invalid and relevant regions are uncovered. The repair method is proposed to wake up sleep sensor nodes and repair the coverage blind area. The simulation results show that if keeping the same regional coverage rate, sensor node scheduling algorithm improves network lifetime, increases number of living sensor nodes, and keeps average node energy consumption at a low level. Under certain conditions, sensor node scheduling algorithm outperforms DGREEDY, two-tiered scheduling, and minimum connected cover.
引用
收藏
页数:11
相关论文
共 50 条
  • [21] Optimal Node Clustering and Scheduling in Wireless Sensor Networks
    Mann, Palvinder Singh
    Singh, Satvir
    WIRELESS PERSONAL COMMUNICATIONS, 2018, 100 (03) : 683 - 708
  • [22] A lightweight scheme for node scheduling in wireless sensor networks
    Liu, Ming
    Zheng, Yuan
    Cao, Jiannong
    Lou, Wei
    Chen, Guihai
    Gong, Haigang
    UBIQUITOUS INTELLIGENCE AND COMPUTING, PROCEEDINGS, 2007, 4611 : 579 - +
  • [23] An optimal node scheduling for flat wireless sensor networks
    Nakamura, FG
    Quintao, FP
    Menezes, GC
    Mateus, GR
    NETWORKING - ICN 2005, PT 1, 2005, 3420 : 475 - 482
  • [24] Scheduling data delivery in heterogeneous wireless sensor networks
    Lim, Daeseob
    Shim, Jaewook
    Rosing, Tajana Simunic
    Javidi, Tara
    ISM 2006: EIGHTH IEEE INTERNATIONAL SYMPOSIUM ON MULTIMEDIA, PROCEEDINGS, 2006, : 575 - 583
  • [25] Clustering Algorithm Considering Sensor Node Distribution in Wireless Sensor Networks
    Yu, Boseon
    Choi, Wonik
    Lee, Taikjin
    Kim, Hyunduk
    JOURNAL OF INFORMATION PROCESSING SYSTEMS, 2018, 14 (04): : 926 - 940
  • [26] Adaptive Sensor Scheduling Algorithm for Target Tracking in Wireless Sensor Networks
    Hu Bo
    Wang Qiyao
    Feng Hui
    Luo Lingbing
    JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2018, 40 (09) : 2033 - 2041
  • [27] Square partition-based node scheduling algorithm for wireless passive sensor networks
    Lu, Xu
    Chen, Rongjun
    Liu, Jun
    Cheng, Lianglun
    INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS, 2018, 31 (08)
  • [28] Energy-balance node-selection algorithm for heterogeneous wireless sensor networks
    Khan, Imran
    Singh, Dhananjay
    ETRI JOURNAL, 2018, 40 (05) : 604 - 612
  • [29] Node Configuration Algorithm of Energy Heterogeneous Sensor Networks
    Sun, Qian
    Meng, Xiangyue
    Peng, Xiao
    Zhao, Zhiyao
    Xu, Jiping
    Zhang, Huiyan
    Wang, Li
    Yu, Jiabin
    Guo, Xianglan
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2025, 2025 (01)
  • [30] Optimal Node Scheduling for Heterogeneous Energy Harvesting Sensor Networks
    Xia, Changqing
    Deng, Qingxu
    Liu, Wei
    2015 27TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2015, : 3308 - 3313