Event-oriented Data Aggregation in Wireless Sensor Networks

被引:0
|
作者
Guo, Ying [1 ]
Hong, Feng [2 ]
Guo, Zhongwen [2 ]
机构
[1] QingDao Univ Sci & Technol, Qingdao, Peoples R China
[2] Ocean Univ China, Qingdao, Peoples R China
基金
中国国家自然科学基金;
关键词
Event-oriented; data aggregation; cloud membership model; wireless sensor network; TARGET TRACKING;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Data aggregation is a crucial technique for energy constrained sensor networks. Previous researches on data aggregation are featured as query-oriented, which only provide partial information of the event happened in the deployment area at the base station. In this paper, we propose an event-oriented data aggregation approach, called EDA. EDA presents the distributed algorithm by exploiting Cloud Membership model of fuzzy logic to aggregate the information of events in the sensor networks. It also presents a distributed algorithm to collect and aggregate the event information. The base station will restore the whole event information when receiving the aggregated packets of event features. EDA can balance the tradeoff between delay, traffic savings, and precision of the restored events. The performance has been evaluated through both theoretical analysis and simulations. We also confirm the performance with the traces of our offshore sensor network testbed (OceanSense).
引用
收藏
页码:297 / 327
页数:31
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