A distributed data storage protocol for heterogeneous wireless sensor networks with mobile sinks

被引:36
作者
Maia, Guilherme [1 ]
Guidoni, Daniel L. [1 ]
Viana, Aline C. [2 ]
Aquino, Andre L. L. [3 ]
Mini, Raquel A. F. [4 ]
Loureiro, Antonio A. F. [1 ]
机构
[1] Univ Fed Minas Gerais, Belo Horizonte, MG, Brazil
[2] INRIA, Orsay, France
[3] Univ Fed Alagoas, Maceio, AL, Brazil
[4] Pontif Catholic Univ, Belo Horizonte, MG, Brazil
关键词
Distributed data storage; Heterogeneous wireless sensor networks; Mobile sinks; DATA DISSEMINATION;
D O I
10.1016/j.adhoc.2013.01.004
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents ProFlex, a distributed data storage protocol for large-scale Heterogeneous Wireless Sensor Networks (HWSNs) with mobile sinks. ProFlex guarantees robustness in data collection by intelligently managing data replication among selected storage nodes in the network. Contrarily to related protocols in the literature, ProFlex considers the resource constraints of sensor nodes and constructs multiple data replication structures, which are managed by more powerful nodes. Additionally, ProFlex takes advantage of the higher communication range of such powerful nodes and uses the long-range links to improve data distribution by storage nodes. When compared with related protocols, we show through simulation that Proflex has an acceptable performance under message loss scenarios, decreases the overhead of transmitted messages, and decreases the occurrence of the energy hole problem. Moreover, we propose an improvement that allows the protocol to leverage the inherent data correlation and redundancy of wireless sensor networks in order to decrease even further the protocol's overhead without affecting the quality of the data distribution by storage nodes. (c) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:1588 / 1602
页数:15
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