کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4954437 1443320 2017 14 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Energy efficient data collection in sink-centric wireless sensor networks: A cluster-ring approach
ترجمه فارسی عنوان
جمع آوری داده های کارآمد انرژی در شبکه های سنسور بی سیم بی سیم: یک رویکرد خوشه ای حلقه ای
کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر شبکه های کامپیوتری و ارتباطات
چکیده انگلیسی
Sink-centric traffic pattern is common in wireless sensor networks (WSN), which typically causes higher energy consumption of the sensor nodes near the sink node (called 'hot spot' problem). Clustering combined with careful traffic flow control can alleviate a hot spot by dispersing the energy burden concentration. Existing clustering schemes treat each clusters as an entity for energy efficiency optimization. We propose to group a set of clusters into 'cluster-rings', which is a chain of clusters that are equal distance away from the sink, and conduct energy efficiency optimization at the cluster-ring level. More specifically, we first present a novel method to compose a cluster structure. Next, we present an algorithm that gradually optimizes the traffic flow control at the cluster-ring level by using a multi-agent reinforcement learning technique. Then, we present an algorithm that makes cluster-level traffic routing decision on the basis of cluster-ring level traffic flow control results. Via simulations, it is shown that the proposed scheme result near-optimal performance and can adapt to dynamic changes of network-wide traffic generation.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computer Communications - Volume 101, 15 March 2017, Pages 12-25
نویسندگان
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