Partial network coding: Theory and application for continuous sensor data collection

Dan Wang, Qian Zhangt, Jiangchuan Liu

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

71 Citations (Scopus)

Abstract

Wireless sensor networks have been widely used for surveillance in harsh environments. In many such applications, the environmental data are continuously sensed, and data collection by a server is only performed occasionally. Hence, the sensor nodes have to temporarily store the data, and provide easy and on-hand access for the most updated data when the server approaches. Given the expensive server-to-sensor communications, the large amount of sensors and the limited storage space at each tiny sensor, continuous data collection becomes a challenging problem. In this paper, we present partial network coding (PNC) as a generic tool for the above applications. PNC generalizes the existing network coding (NC) paradigm, an elegant solution for ubiquitous data distribution and collection. Yet, PNC enables efficient storage replacement for continuous data, which is a major deficiency of the conventional NC. We prove that the performance of PNC is quite close to NC, except for a sublinear overhead on storage and communications. We then address a set of practical concerns toward PNC-based continuous data collection in sensor networks. Its feasibility and superiority are further demonstrated through simulation results.

Original languageEnglish
Title of host publicationProceedings - 2006 Fourteenth International Workshop on Quality of Service, IWQoS 2006
Pages93-101
Number of pages9
DOIs
Publication statusPublished - 1 Dec 2006
Externally publishedYes
Event2006 14th IEEE International Workshop on Quality of Service, IWQoS 2006 - New Haven, CT, United States
Duration: 19 Jun 200621 Jun 2006

Publication series

NameIEEE International Workshop on Quality of Service, IWQoS
ISSN (Print)1548-615X

Conference

Conference2006 14th IEEE International Workshop on Quality of Service, IWQoS 2006
CountryUnited States
CityNew Haven, CT
Period19/06/0621/06/06

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

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