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A Fuzzy Data Fusion Solution to Enhance the QoS and the Energy Consumption in Wireless Sensor Networks
المؤلفون المشاركون
Bobovich, Alexander V.
Collotta, Mario
Pau, Giovanni
المصدر
Wireless Communications and Mobile Computing
العدد
المجلد 2017، العدد 2017 (31 ديسمبر/كانون الأول 2017)، ص ص. 1-10، 10ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2017-07-20
دولة النشر
مصر
عدد الصفحات
10
التخصصات الرئيسية
تكنولوجيا المعلومات وعلم الحاسوب
الملخص EN
Wireless Sensor Networks (WSNs) are formed of various nodes that gather parameters in a monitored environment.
These nodes interact with each other or can be arranged into clusters controlled by a cluster head that has the task of rerouting the acquired data to a base station.
Both the Quality of Service (QoS) and low data quality are common issues in WSNs, mainly prompted by the data fusion mechanism, where a certain amount of low-quality data may affect the overall fusion result negatively.
In this paper, a fuzzy-based solution for data fusion in WSNs is presented to provide a better QoS and to reduce the energy consumption.
The suggested approach can aggregate only true value rather than process the full data.
This purpose is accomplished thanks to a Fuzzy Logic Controller (FLC) implemented within nodes.
Besides, the data, which have been separated, are aggregated by a cluster head which also has the responsibility of determining the probability that an event has happened in the monitored environment.
Finally, the base station estimates whether an event has occurred and, eventually, raises an appropriate alarm.
The results of a real testbed scenario reveal that the proposed method achieves encouraging performance.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Collotta, Mario& Pau, Giovanni& Bobovich, Alexander V.. 2017. A Fuzzy Data Fusion Solution to Enhance the QoS and the Energy Consumption in Wireless Sensor Networks. Wireless Communications and Mobile Computing،Vol. 2017, no. 2017, pp.1-10.
https://search.emarefa.net/detail/BIM-1205765
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Collotta, Mario…[et al.]. A Fuzzy Data Fusion Solution to Enhance the QoS and the Energy Consumption in Wireless Sensor Networks. Wireless Communications and Mobile Computing No. 2017 (2017), pp.1-10.
https://search.emarefa.net/detail/BIM-1205765
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Collotta, Mario& Pau, Giovanni& Bobovich, Alexander V.. A Fuzzy Data Fusion Solution to Enhance the QoS and the Energy Consumption in Wireless Sensor Networks. Wireless Communications and Mobile Computing. 2017. Vol. 2017, no. 2017, pp.1-10.
https://search.emarefa.net/detail/BIM-1205765
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1205765
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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