Reducing Data Gathering Delay for Energy Efficient Wireless Data Collection by Jointly Optimizing Path and Speed of Mobile Sink

被引:14
|
作者
Dash, Dinesh [1 ]
Kumar, Naween [1 ]
Ray, Partha Pratim [2 ]
Kumar, Neeraj [3 ,4 ,5 ,6 ]
机构
[1] Natl Inst Technol Patna, Dept Comp Sci & Engn, Patna 800005, Bihar, India
[2] Sikkim Univ, Dept Comp Applicat, Gangtok 737102, India
[3] Thapar Inst Engn & Technol, Dept Comp Sci & Engn, Patiala 147004, Punjab, India
[4] Asia Univ, Dept Comp Sci & Informat Engn, Taichung 41354, Taiwan
[5] Univ Petr & Energy Studies, Dehra Dun 248007, Uttarakhand, India
[6] King Abdulaziz Univ, Jeddah 21589, Saudi Arabia
来源
IEEE SYSTEMS JOURNAL | 2021年 / 15卷 / 03期
关键词
Sensors; Delays; Silicon; Wireless sensor networks; Data collection; Energy consumption; Data communication; Data gathering problem; mobile sink (MS); wireless sensor networks (WSNs); SENSOR NETWORKS; ALGORITHM; SELECTION; INTERNET; STRATEGY;
D O I
10.1109/JSYST.2020.3019213
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Data gathering in wireless sensor networks (WSNs) using mobile sink (MS) reduces the uneven energy consumption of the sensors. However, the data gathering delay increases due to the slow speed of MS. Different MS-based data gathering methods have been proposed to reduce the data gathering delay, but these approaches failed to reduce the delay significantly. In this article, we present a data gathering scheme for single-hop data collection model. It finds a data gathering tour by considering the sensors' positions, their communication overlaps, and their data availability. Thereafter, the speed and data receiving schedule of the MS are optimized on the tour to ensure maximum data collection is completed in less time. The proposed article not only reduces the data gathering delay but also ensures maximum data collection from all the sensors. Moreover, the effect of the communication range of the sensors and the speed of the MS on the data-throughput are analyzed. Experimental results show that our solution outperforms existing works in terms of data gathering delay, idle-time, and data-throughput.
引用
收藏
页码:3173 / 3184
页数:12
相关论文
共 50 条
  • [41] An Efficient Clustering based Data Collection using Mobile Sink in Wireless Sensor Networks
    Anwit, Raj
    Jana, Prasanta K.
    PROCEEDINGS OF THE 21ST INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING AND NETWORKING (ICDCN 2020), 2020,
  • [42] Energy-Efficient Data Collection in Grid-Based Wireless Sensor Networks Using a Mobile Sink
    Messai, Sarra
    Boukerram, Abdellah
    Seba, Hamida
    2016 9TH IFIP WIRELESS AND MOBILE NETWORKING CONFERENCE (WMNC), 2016, : 89 - 94
  • [43] Time Efficient Data Collection With Mobile Sink and vMIMO Technique in Wireless Sensor Networks
    Miao, Ye
    Sun, Zhili
    Wang, Ning
    Cao, Yue
    Cruickshank, Haitham
    IEEE SYSTEMS JOURNAL, 2018, 12 (01): : 639 - 647
  • [44] Energy-efficient mobile sink data collection in wireless sensor networks using LEACH with rendezvous nodes
    Jukuntla, Amar
    Dondeti, Venkatesulu
    MEASUREMENT, 2023, 221
  • [45] Dynamic Mobile Sink Path Planning for Unsynchronized Data Collection in Heterogeneous Wireless Sensor Networks
    Yang, Meiyi
    Liu, Nianbo
    Feng, Yong
    Gong, Haigang
    Wang, Xiaoming
    Liu, Ming
    IEEE SENSORS JOURNAL, 2023, 23 (17) : 20310 - 20320
  • [46] Energy and delay efficient data acquisition in wireless sensor networks by selecting optimal visiting points for mobile sink
    Rahul Kumar Verma
    Shubhra Jain
    Journal of Ambient Intelligence and Humanized Computing, 2023, 14 : 11671 - 11684
  • [47] Energy and delay efficient data acquisition in wireless sensor networks by selecting optimal visiting points for mobile sink
    Verma, Rahul Kumar
    Jain, Shubhra
    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2022, 14 (9) : 11671 - 11684
  • [48] Delay aware energy efficient reliable routing for data transmission in heterogeneous mobile sink wireless sensor network
    Maurya, Sonam
    Jain, Vinod Kumar
    Chowdhury, Debanjan Roy
    JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2019, 144 : 118 - 137
  • [49] Energy Efficient Data Collection Algorithm for Mobile Wireless Sensor Network
    V. Saranya
    S. Shankar
    G. R. Kanagachidambaresan
    Wireless Personal Communications, 2019, 105 : 219 - 232
  • [50] Energy Efficient Data Collection Algorithm for Mobile Wireless Sensor Network
    Saranya, V.
    Shankar, S.
    Kanagachidambaresan, G. R.
    WIRELESS PERSONAL COMMUNICATIONS, 2019, 105 (01) : 219 - 232