文章基本信息

标题：A novel predictive optimization scheme for energy-efficient reliable operation of a sensor in dynamic scenarios
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作者：Jayasri B.S ; G. Raghavendra Rao
期刊名称：International Journal of Electrical and Computer Engineering
电子版ISSN：2088-8708
出版年度：2020
卷号：10
期号：1
页码：323-332
DOI：10.11591/ijece.v10i1.pp323-332
出版社：Institute of Advanced Engineering and Science (IAES)
摘要：Wireless Sensor Network (WSN) has been studied for more than a decades that resulted in evolution of the significant applications towards assisting in sensing physical information from human inaccesible area. It was also observed from existing sysem that energy attribute is the root cause of majority of the problems associated with WSN that also gives rise to various operational reliability issue. Therefore, the prime goal of the proposed study is to present a novel predictive optimization approach of data fusion in order to jointly address the problems associated with energy efficiency and reliable operation of sensor nodes in WSN. An analytical research approach is carried out in order to ensure that a time-based synchronization scheme contributes to offer an evolutionary approach towards significant energy optimization. A simulation-based benchmarking analysis is carried out to find that proposed system offers good energy-efficient performance in comparison to existing approaches.
关键词：Wireless Sensor Network;Energy;Reliability;Optimization;Predictive