海报摘要:无线传感器网络中空间天际线计算的分布式算法

Sunhee Yoon, C. Shahabi
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引用次数: 3

摘要

空间天际线查询可以在无线传感器网络中用于多目标的协同定位。然而,在资源受限的无线环境中设计分布式空间天际线算法引入了几个研究挑战:如何结合多维数据(例如到多个事件的距离),在处理网络和事件动态的同时高效、准确、快速、渐进和并发地计算天际线。我们通过设计分布式空间天际线(DSS)算法来解决这一挑战。DSS是第一个计算空间天际线的分布式算法。在554个节点的网络中,DSS比集中式算法减少了高达91%的通信开销,准确率为100%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Poster abstract: A distributed algorithm to compute spatial skyline in wireless sensor networks
Spatial skyline queries can be used in wireless sensor networks for collaborative positioning of multiple objects. However, designing a distributed spatial skyline algorithm in resource constrained wireless environments introduces several research challenges: how to combine multi-dimensional data, (e.g. distances to multiple events) to compute the skylines efficiently, accurately, quickly, progressively, and concurrently while dealing with the network and event dynamics. We address this challenge by designing Distributed Spatial Skyline (DSS) algorithm. DSS is the first distributed algorithm to compute spatial skylines. In a network of 554 nodes, DSS reduces the communication overhead by up to 91% over a centralized algorithm with 100% accuracy.
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