Minimum-latency aggregation scheduling in wireless sensor network

被引:32
|
作者
Guo, Longjiang
Li, Yingshu
Cai, Zhipeng
机构
[1] 74 Xuefu Street, Harbin, 150080, Heilongjiang
[2] 34 Peachtree Street, Atlanta, 30303, GA
基金
美国国家科学基金会; 中国国家自然科学基金;
关键词
Cluster-based aggregation tree; MLAS; Inferior network radius; Maximum degree; CONSTRUCTION; ALGORITHM;
D O I
10.1007/s10878-014-9748-7
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Data aggregation is an essential yet time-consuming task in wireless sensor networks. This paper studies the well-known minimum-latency aggregation schedule problem and proposes an energy-efficient distributed scheduling algorithm named Clu-DDAS based on a novel cluster-based aggregation tree. Our approach differs from all the previous schemes where connected dominating sets or maximal independent sets are employed. This paper proves that Clu-DDAS has a latency bound of , where is the maximum degree and is the inferior network radius which is smaller than the network radius . Our experiments show that Clu-DDAS has an approximate latency upper bound of with increased . Clu-DDAS has comparable latency as the previously best centralized algorithm, E-PAS, but consumes 78 % less energy as shown by the simulation results. Clu-DDAS outperforms the previously best distributed algorithm, DAS, whose latency bound is on both latency and energy consumption. On average, Clu-DDAS transmits 67 % fewer total messages than DAS. The paper also proposes an adaptive strategy for updating the schedule to accommodate dynamic network topology.
引用
收藏
页码:279 / 310
页数:32
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