یک چارچوب پردازش پرس و جو K-TOP کارآمد در شبکه های حسگر موبایل
|کد مقاله||سال انتشار||مقاله انگلیسی||ترجمه فارسی||تعداد کلمات|
|67495||2016||18 صفحه PDF||سفارش دهید||12187 کلمه|
Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)
Journal : Data & Knowledge Engineering, Volume 102, March 2016, Pages 78–95
Mobile sensor networks consist of a number of sensor nodes which are capable of sensing, processing, communicating and moving. These mobile sensor nodes move around and explore their surrounding areas. Top-k queries are useful in many mobile sensor network applications. However, the mobility of sensor nodes incurs new challenges in addition to the problems of static sensor networks (i.e., resource constraints). Since mobile sensor nodes tend to move continuously, the network condition changes frequently and they consume considerably more energy than static sensor nodes. In this paper, we propose an efficient top-k query processing framework in a mobile sensor network environment called mSensor. To construct an efficient routing topology, we devise a mobility-aware routing method. Using the semantics of the top-k query, we develop a filter-based data collection method which can save the energy consumption and provide more accurate query results. We also devise a data compression method for disconnected sensor nodes to deal with the problem of limited memory space of sensor nodes. The performance of our proposed approach is extensively evaluated using synthetic data sets and real data sets. The results show the effectiveness of our approach.