DocumentCode
2896933
Title
Distributed Storage Coding for Flexible and Efficient Data Dissemination and Retrieval in Wireless Sensor Networks
Author
Cao, Ning ; Wang, Qian ; Ren, Kui ; Lou, Wenjing
Author_Institution
Dept. of ECE, Worcester Polytech. Inst., Worcester, MA, USA
fYear
2010
fDate
23-27 May 2010
Firstpage
1
Lastpage
5
Abstract
The technique of distributed storage coding has been widely used in wireless sensor networks for increasing the robustness of data storage and efficiency of data retrieval. Existing works mainly focus on scenarios in which each storage node stores a linear combination of a subset of K data packets generated by different source nodes. By solving the linear equations, a collector can recover all the K data packets with high probability. This paper explores the problem of flexible and efficient data dissemination and retrieval in wireless sensor networks. Our scheme exploits the broadcast nature of wireless transmission and improves the traditional random walk algorithm for efficient data dissemination. Furthermore, through the use of Fountain codes in data encoding, it enables a mobile collector to recover up-to-date data generated by any subset of source nodes. Specifically, by querying any t(1 + ε) storage nodes at the t-th time slot, the target data can be retrieved without having to decode all the source packets. Simulation results validate our analysis and show that the proposed schemes are flexible and efficient.
Keywords
codes; mobile radio; wireless sensor networks; Fountain codes; data dissemination; data encoding; data retrieval; data storage; distributed storage coding; linear equation; mobile collector; random walk algorithm; wireless sensor networks; wireless transmission; Broadcasting; Costs; Equations; Information retrieval; Large-scale systems; Maximum likelihood decoding; Peer to peer computing; Reed-Solomon codes; Robustness; Wireless sensor networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications (ICC), 2010 IEEE International Conference on
Conference_Location
Cape Town
ISSN
1550-3607
Print_ISBN
978-1-4244-6402-9
Type
conf
DOI
10.1109/ICC.2010.5501767
Filename
5501767
Link To Document