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
  • [1] Energy-Efficient Data Collection by Mobile Sink in Wireless Sensor Networks
    Chen, Tzung-Shi
    Du, Wei-Qing
    Chen, Jen-Jee
    2019 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2019,
  • [2] Enhanced Clustering and Intelligent Mobile Sink Path Construction for an Efficient Data Gathering in Wireless Sensor Networks
    Chowdary, Kongara Mahesh
    Kuppili, Venkatanareshbabu
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2021, 46 (09) : 8329 - 8344
  • [3] Energy-balanced data collection with path-constrained mobile sink in wireless sensor networks
    Fu, Xiuwen
    He, Xiaolin
    AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2020, 127
  • [4] Energy- and Delay-Efficient Algorithm for Large-Scale Data Collection in Mobile-Sink WSNs
    Azar, Sahebeh
    Avokh, Avid
    Abouei, Jamshid
    Plataniotis, Konstantinos N.
    IEEE SENSORS JOURNAL, 2022, 22 (07) : 7324 - 7339
  • [5] Flow based efficient data gathering in wireless sensor network using path-constrained mobile sink
    Kumar, Naween
    Dash, Dinesh
    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2020, 11 (03) : 1163 - 1175
  • [6] An image processing inspired mobile sink solution for energy efficient data gathering in wireless sensor networks
    Konstantopoulos, Charalampos
    Mamalis, Basilis
    Pantziou, Grammati
    Thanasias, Vasileios
    WIRELESS NETWORKS, 2015, 21 (01) : 227 - 249
  • [7] Energy efficient data gathering using mobile sink in IoT for reliable irrigation
    Rajagopal, Vishnuvarthan
    Velusamy, Bhanumathi
    Krishnan, Muralitharan
    Rathinasamy, Sakthivel
    SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS, 2023, 40
  • [8] An Energy-Efficient Data Collection Mechanism with A Mobile Sink for Wireless Sensor Networks
    Liao, Wen-Hwa
    Kuai, Ssu-Chi
    2012 9TH INTERNATIONAL CONFERENCE ON UBIQUITOUS INTELLIGENCE & COMPUTING AND 9TH INTERNATIONAL CONFERENCE ON AUTONOMIC & TRUSTED COMPUTING (UIC/ATC), 2012, : 210 - 216
  • [9] Efficient Mobile Sink-based Data Gathering in Wireless Sensor Networks with Guaranteed Delay
    Konstantopoulos, Charalampos
    Pantziou, Grammati
    Vathis, Nikolaos
    Nakos, Vasileios
    Gavalas, Damianos
    MOBIWAC'14: PROCEEDINGS OF THE 12TH ACM INTERNATIONAL SYMPOSIUM ON MOBILITY MANAGEMENT AND WIRELESS ACCESS, 2014, : 47 - 54
  • [10] Energy-Aware Data Gathering Mechanism for Mobile Sink in Wireless Sensor Networks Using Particle Swarm Optimization
    Zhang, Hong
    Li, Zhanming
    IEEE ACCESS, 2020, 8 : 177219 - 177227