A HIERARCHICAL CONGESTION AVOIDANCE ALGORITHM IN WIRELESS SENSOR NETWORKS

被引:0
|
作者
Liu, Yunlu [1 ,2 ]
Pu, Juhua [1 ,2 ]
Shu, Lei [3 ]
Xiong, Zhang [1 ,2 ]
机构
[1] Beihang Univ, Sch Comp Sci & Engn, Beijing 100191, Peoples R China
[2] Beihang Univ Shenzhen, Res Inst, Shenzhen 518000, Peoples R China
[3] Osaka Univ, Grad Sch Informat Sci & Technol, Dept Multimedia Engn, Suita, Osaka 5650871, Japan
基金
中国国家自然科学基金; 国家教育部博士点专项基金资助;
关键词
Congestion control; MAC protocol; Wireless sensor networks (WSNs); CONTROL PROTOCOL; AWARE; SCHEME;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In most wireless sensor networks (WSNs), all data converge to the sink. A node needs to forward data from its downstream nodes that are farther to the sink. Thus the nodes closer to the sink have relatively heavier traffic load, which easily results in congestion at these nodes. To deal with this problem, this paper presents a novel hierarchical congestion avoidance algorithm, HCA, and HCA provides different channel access opportunities to different nodes based on the distribution of traffic loads. In another word, HCA gives the nodes with heavier loads more chance to transmit data to avoid and mitigate congestion occurrence. For each node, its traffic load is estimated via the hierarchical level it locates and the number of children it has. Simulation results show that HCA algorithm reduces packet loss ratio, improves throughput and gains energy saving in single-path WSNs, which highlights the property of mitigating congestion of HCA.
引用
收藏
页码:5199 / 5210
页数:12
相关论文
共 50 条
  • [31] Congestion avoidance in cognitive wireless sensor networks using TOPSIS and response surface methodology
    Gholipour, M.
    Haghighat, A. T.
    Meybodi, M. R.
    TELECOMMUNICATION SYSTEMS, 2018, 67 (03) : 519 - 537
  • [32] A Novel Hierarchical Clustering Routing Algorithm for Wireless Sensor Networks
    Xu, Kaihua
    Jia, Yongcan
    Liu, Yuhua
    ICICSE: 2008 INTERNATIONAL CONFERENCE ON INTERNET COMPUTING IN SCIENCE AND ENGINEERING, PROCEEDINGS, 2008, : 282 - +
  • [33] Hierarchical Clustering Using Genetic Algorithm in Wireless Sensor Networks
    Shurman, Mohammad M.
    Al-Mistarihi, Mamoun F.
    Mohammad, Amr N.
    Darabkh, Khalid A.
    Ababnah, Ahmad A.
    2013 36TH INTERNATIONAL CONVENTION ON INFORMATION AND COMMUNICATION TECHNOLOGY, ELECTRONICS AND MICROELECTRONICS (MIPRO), 2013, : 479 - 483
  • [34] CUSTOMIZABLE HIERARCHICAL WIRELESS SENSOR NETWORKS BASED ON GENETIC ALGORITHM
    Zanaj, Elma
    Gambi, Ennio
    Zanaj, Blerina
    Disha, Deivis
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2020, 16 (05): : 1623 - 1638
  • [35] Hierarchical clustering algorithm and cooperation analysis for wireless sensor networks
    College of Computer Science and Engineering, University of Electronics Science and Technology of China, Chengdu 610054, China
    Ruan Jian Xue Bao, 2006, 5 (1157-1167):
  • [36] An energy efficient hierarchical clustering algorithm for wireless sensor networks
    Bandyopadhyay, S
    Coyle, EJ
    IEEE INFOCOM 2003: THE CONFERENCE ON COMPUTER COMMUNICATIONS, VOLS 1-3, PROCEEDINGS, 2003, : 1713 - 1723
  • [37] A Survey of Congestion in Wireless Sensor Networks
    Mundada, Monica R.
    Desai, Pranav B.
    Meeradevi
    2016 INTERNATIONAL CONFERENCE ON ADVANCES IN HUMAN MACHINE INTERACTION (HMI), 2016, : 144 - 148
  • [38] Congestion Control in Wireless Sensor Networks
    Premalatha, N.
    Natarajan, A. M.
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2010, 10 (03): : 246 - 255
  • [39] A new method for congestion avoidance in wireless mesh networks
    Pa, Son
    Mandala, Satria
    Adiwijaya
    2ND INTERNATIONAL CONFERENCE ON DATA AND INFORMATION SCIENCE, 2019, 1192
  • [40] Multi-channel Allocation Algorithm Based on Congestion Avoidance in Wearable Wireless Sensor Network
    Zhang, Lincong
    Gao, Siyu
    Wei, Kefeng
    Zhang, Wenbo
    Feng Yongxin
    2018 27TH WIRELESS AND OPTICAL COMMUNICATION CONFERENCE (WOCC), 2018, : 193 - 197