Harnessing Dominating Set for Target Coverage in Internet of Things Enabled Wireless Sensor Networks

IF 1.1 4区 综合性期刊 Q3 MULTIDISCIPLINARY SCIENCES
S. Afizudeen, R. Pavithra
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引用次数: 0

Abstract

Internet of Things (IoT) maintain the interconnection between sensing devices and objects, collecting the real-time data for analysis and decision-making with Artificial Intelligence (AI). Many IoT enabled sensor nodes are battery powered and non-replaceable. The optimal placement of IoT-based sensors improve the real-time accurate data collection. In this paper, a Domination based Sensor Placement Strategic (DSPS) algorithm is proposed to address the sensor requirement and its optimal coordinates. The simulation result shows that the proposed algorithm has better quality of coverage and minimal sensor requirement among the other existing algorithms. Analysis of Variance (ANOVA) test is performed to compare the simulation result statistically.

利用支配集实现物联网无线传感器网络目标覆盖
物联网(IoT)保持传感设备与物体之间的互联,通过人工智能(AI)收集实时数据进行分析和决策。许多支持物联网的传感器节点都是电池供电的,不可更换。基于物联网的传感器的最佳位置提高了实时准确的数据收集。本文提出了一种基于控制的传感器布局策略(DSPS)算法,以解决传感器需求及其最优坐标问题。仿真结果表明,该算法具有较好的覆盖质量和最小的传感器要求。采用方差分析(ANOVA)检验对模拟结果进行统计学比较。
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来源期刊
National Academy Science Letters
National Academy Science Letters 综合性期刊-综合性期刊
CiteScore
2.20
自引率
0.00%
发文量
86
审稿时长
12 months
期刊介绍: The National Academy Science Letters is published by the National Academy of Sciences, India, since 1978. The publication of this unique journal was started with a view to give quick and wide publicity to the innovations in all fields of science
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