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
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