On EventTime Triggered and Distributed Analysis of a WSN System for Event Detection, Using Fuzzy Logic
المؤلفون المشاركون
Dima, Sofia Maria
Antonopoulos, Christos
Koubias, Stavros
المصدر
العدد
المجلد 2016، العدد 2016 (31 ديسمبر/كانون الأول 2016)، ص ص. 1-28، 28ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2016-04-27
دولة النشر
مصر
عدد الصفحات
28
التخصصات الرئيسية
الملخص EN
Event detection in realistic WSN environments is a critical research domain, while the environmental monitoring comprises one of its most pronounced applications.
Although efforts related to the environmental applications have been presented in the current literature, there is a significant lack of investigation on the performance of such systems, when applied in wireless environments.
Aiming at addressing this shortage, in this paper an advanced multimodal approach is followed based on fuzzy logic.
The proposed fuzzy inference system (FIS) is implemented on TelosB motes and evaluates the probability of fire detection while aiming towards power conservation.
Additionally to a straightforward centralized approach, a distributed implementation of the above FIS is also proposed, aiming towards network congestion reduction while optimally distributing the energy consumption among network nodes so as to maximize network lifetime.
Moreover this work proposes an event based execution of the aforementioned FIS aiming to further reduce the computational as well as the communication cost, compared to a periodical time triggered FIS execution.
As a final contribution, performance metrics acquired from all the proposed FIS implementation techniques are thoroughly compared and analyzed with respect to critical network conditions aiming to offer realistic evaluation and thus objective conclusions’ extraction.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Dima, Sofia Maria& Antonopoulos, Christos& Koubias, Stavros. 2016. On EventTime Triggered and Distributed Analysis of a WSN System for Event Detection, Using Fuzzy Logic. Journal of Sensors،Vol. 2016, no. 2016, pp.1-28.
https://search.emarefa.net/detail/BIM-1110694
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Dima, Sofia Maria…[et al.]. On EventTime Triggered and Distributed Analysis of a WSN System for Event Detection, Using Fuzzy Logic. Journal of Sensors No. 2016 (2016), pp.1-28.
https://search.emarefa.net/detail/BIM-1110694
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Dima, Sofia Maria& Antonopoulos, Christos& Koubias, Stavros. On EventTime Triggered and Distributed Analysis of a WSN System for Event Detection, Using Fuzzy Logic. Journal of Sensors. 2016. Vol. 2016, no. 2016, pp.1-28.
https://search.emarefa.net/detail/BIM-1110694
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1110694
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر