Data fusion models in WSNs: Comparison and analysis

机译：WSN中的数据融合模型：比较和分析

获取原文

获取原文并翻译 | 示例

页面导航

摘要
著录项
相似文献
相关主题

摘要

In WSNs, hundreds of sensors collect data from the environment but these sensors have limited energy. Therefore, energy consumption is a very challenging issue in the design of WSNs. Sometimes, sensors fail as they got affected by the pressure or temperature. Such failure can lead to misleading measurements which in turn are waste of energy. As a result, data fusion is needed to overcome such confusion where it assures data's efficiency and eliminates data's redundancy. This paper provides an analysis of the state-of-the-art data fusion models along with their architectures. It also presents a comparison between these models to highlight the main objectives of each. In addition, it analyzes the advantages and the limitation of these models.

机译：在无线传感器网络中，数百个传感器从环境中收集数据，但是这些传感器的能量有限。因此，在无线传感器网络的设计中，能耗是一个非常具有挑战性的问题。有时，传感器由于受到压力或温度的影响而发生故障。这种故障可能导致误导的测量，进而浪费能量。结果，需要数据融合来克服这种混淆，在这种混淆下，它可以确保数据的效率并消除数据的冗余。本文提供了对最新数据融合模型及其体系结构的分析。它还对这些模型进行了比较，以突出每个模型的主要目标。此外，它分析了这些模型的优点和局限性。

著录项

来源
《2014 Zone 1 Conference of the American Society for Engineering Education》|2014年|1-6|共6页
会议地点 Bridgeport CT(US)
作者
Almasri Marwah M; Elleithy Khaled M;
展开▼
作者单位

Computer Science Engineering Department at the University of Bridgeport, Bridgeport, CT, 06604c;

展开▼
会议组织
原文格式 PDF
正文语种 eng
中图分类
关键词
Data Fusion; Data Fusion Models; Intelligence Cycle Model; JDL Model; OODA Model; Object-Oriented Model; Omnibus Model; Wireless Sensor Networks (WSNs);

机译：数据融合;数据融合模型;智能周期模型; JDL模型; OODA模型;面向对象模型;综合模型;无线传感器网络（WSN）;;

相似文献

外文文献
中文文献
专利

1. MPD-Model: A Distributed Multipreference-Driven Data Fusion Model and Its Application in a WSNs-Based Healthcare Monitoring System [J] . JibingGong, LiCui, KejiangXiao, International Journal of Distributed Sensor Networks . 2012,第4期

机译：MPD模型：分布式的多首选项驱动数据融合模型及其在基于WSN的医疗监控系统中的应用
2. Data Mining and Fusion Techniques for WSNs as a Source of the Big Data [J] . Mohamed Mostafa Fouad, Nour E. Oweis, Tarek Gaber, Procedia Computer Science . 2015,第1期

机译：WSN作为大数据源的数据挖掘和融合技术
3. A COMPARATIVE ANALYSIS OF SPATIOTEMPORAL DATA FUSION MODELS FOR LANDSAT AND MODIS DATA [J] . Hazaymeh K., Almagbile A. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences . 2018,第2期

机译：LANDSAT和MODIS数据时空数据融合模型的比较分析。
4. Data fusion models in WSNs: Comparison and analysis [C] . Almasri Marwah M, Elleithy Khaled M Zone 1 Conference of the American Society for Engineering Education . 2014

机译：WSN中的数据融合模型：比较和分析
5. Graph-based Data Modeling and Analysis for Data Fusion in Remote Sensing. [D] . Fan, Lei. 2017

机译：基于图的数据建模和分析，用于遥感中的数据融合。
6. Exploiting the RSSI Long-Term Data of a WSN for the RF Channel Modeling in EPS Environments [O] . Roddy A. R. Antayhua, Maicon D. Pereira, Nestor C. Fernandes, 2020

机译：在EPS环境中利用WSN的RSSI长期数据进行RF通道建模
7. Data Fusion Models in WSNs: Comparison and Analysis [O] . Almasri Marwah M., Elleithy Khaled M. 2014

机译：无线传感器网络中的数据融合模型：比较与分析

Data fusion models in WSNs: Comparison and analysis

摘要

著录项

相似文献

相关主题

期刊订阅