Coverage and Energy Efficiency Analysis of Wireless Sensor Networks for Internet of Things

被引:1
|
作者
Imani, Amirhosein [1 ]
Eslami, Mohsen [1 ]
Haghighat, Javad [1 ]
机构
[1] Shiraz Univ Technol, Dept Elect & Comp Engn, Shiraz, Iran
关键词
Wireless sensor networks; Coverage; Energy consumption; Stochastic geometry; Rayleigh fading; ALGORITHM; LIFETIME; PROTOCOL; SCHEME; IOT;
D O I
10.1109/RTEST56034.2022.9850158
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Wireless sensor networks (WSNs) have attracted a lot of attention in recent years because they have a vital role in Internet of Things (IoT). In WSNs, it is often very important to maintain the desired amount of coverage with the least energy consumption. In this paper, the coverage and energy efficiency of randomly deployed wireless sensor networks are investigated. We use stochastic geometry to analyze the probability of coverage considering fading and random location of the nodes. Furthermore, It is shown that the probability of coverage without fading is a special case of the probability of coverage with fading. In addition, we define and analyze energy efficiency as the ratio of coverage to average energy consumption. This is a new definition of energy efficiency that seeks to determine the coverage level acquired per unit energy consumption. The simulation results in terms of coverage and energy efficiency are presented for randomly located nodes with and without fading. For maximum energy efficiency, the optimal sensing radius of the sensors are determined with the help of simulation results.
引用
收藏
页数:8
相关论文
共 50 条
  • [21] An Integrated Exploration on Internet of Things and Wireless Sensor Networks
    Saurabh Sharma
    Vinod Kumar Verma
    [J]. Wireless Personal Communications, 2022, 124 : 2735 - 2770
  • [22] Routing analysis and energy efficiency in wireless sensor networks
    Gao, Q
    Blow, KJ
    Holding, DJ
    Marshall, IW
    Peng, X
    [J]. PROCEEDINGS OF THE IEEE 6TH CIRCUITS AND SYSTEMS SYMPOSIUM ON EMERGING TECHNOLOGIES: FRONTIERS OF MOBILE AND WIRELESS COMMUNICATION, VOLS 1 AND 2, 2004, : 533 - 536
  • [23] Deployment Strategy of Wireless Sensor Networks for Internet of Things
    Liu Qiang
    Huang Xiaohong
    Leng Supeng
    Li Longjiang
    Mao Yuming
    [J]. CHINA COMMUNICATIONS, 2011, 8 (08) : 111 - 120
  • [24] An Overview of Wireless Sensor Networks Towards Internet of Things
    Kocakulak, Mustafa
    Butun, Ismail
    [J]. 2017 IEEE 7TH ANNUAL COMPUTING AND COMMUNICATION WORKSHOP AND CONFERENCE IEEE CCWC-2017, 2017,
  • [25] Cooperative Wireless Sensor Networks for Green Internet of Things
    Yaacoub, Elias
    Kadri, Abdullah
    Abu-Dayya, Adnan
    [J]. PROCEEDINGS OF THE 8TH ACM SYMPOSIUM ON QOS AND SECURITY FOR WIRELESS AND MOBILE NETWORKS, 2012, : 79 - 80
  • [26] AI-Based Resource Allocation Techniques in Wireless Sensor Internet of Things Networks in Energy Efficiency with Data Optimization
    Ahmed, Quazi Warisha
    Garg, Shruti
    Rai, Amrita
    Ramachandran, Manikandan
    Jhanjhi, Noor Zaman
    Masud, Mehedi
    Baz, Mohammed
    [J]. ELECTRONICS, 2022, 11 (13)
  • [27] Coverage analysis for wireless sensor networks
    Liu, M
    Cao, JN
    Lou, W
    Chen, LJ
    Li, X
    [J]. MOBILE AD-HOC AND SENSOR NETWORKS, PROCEEDINGS, 2005, 3794 : 711 - 720
  • [28] Analysis and Improvement on an Authentication Scheme for Wireless Sensor Networks in Internet of Things Environment
    LI Anqian
    KANG Baoyuan
    ZUO Xinyu
    HUO Yuyan
    NIU Shufang
    SUN Zhu
    [J]. Wuhan University Journal of Natural Sciences, 2023, 28 (06) : 541 - 552
  • [29] Analysis and Prospect of the Application of Wireless Sensor Networks in Ubiquitous Power Internet of Things
    Cao, Li
    Wang, Zhengzong
    Yue, Yinggao
    [J]. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [30] Special Issue on: Energy Harvesting and Management for Wireless Sensor Networks and The Internet of Things Forward
    Liao, Wen-Hwa
    Chang, Chih-Yung
    Chen, Guilin
    Wu, Fang-Jing
    [J]. INTERNATIONAL JOURNAL OF AD HOC AND UBIQUITOUS COMPUTING, 2017, 25 (04) : 181 - 183