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دسته بندی:
داده های بزرگ - big data
سال انتشار:
2017
عنوان انگلیسی مقاله:
Can Sensors Collect Big Data? An Energy Efficient Big Data Gathering Algorithm for WSN
ترجمه فارسی عنوان مقاله:
آیا حسگرها می توانند اطلاعات جمع آوری کنند؟ الگوریتم جمع آوری داده های انرژی برای شبکه های حسگر بی سیم
منبع:
IEEE - This article has been accepted for publication in a future issue of this journal, but has not been fully edited. Content may change prior to final publication. Citation information: DOI 10.1109/TII.2017.2656899, IEEE
نویسنده:
Shalli Rani†, Syed Hassan Ahmed, Rajneesh Talwar, Jyoteesh Malhotra
چکیده انگلیسی:
Recently, incredible growth in communication technology has given rise to the hot topic, Big Data. Distributed
wireless sensor networks (WSNs) are the key provider of Big
Data and can generate a significant amount of data. Various
technical challenges exist in gathering the real time data. Energy
efficient routing algorithms can overcome these challenges. The
signal transmission features have been obtained by analyzing the
experiments. According to these experiments, an energy efficient
Big Data algorithm (BDEG) for WSN is proposed for real time
data collection. Clustering communication is established on the
basis of RSSI and residual energy of sensor nodes. Experimental
simulations show that BDEG is stable in terms of network lifetime
and data transmission time because of load balancing scheme. The
effectiveness of the proposed scheme is verified through numerical
results obtained in MATLAB.
Keywords: Big Data | BDEG algorithm | RSSI | WSNs | Cluster ing | Network Lifetime.
قیمت: رایگان
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