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Techniques and Challenges of Data Centric Storage Scheme in Wireless Sensor Network
School of Electrical and Computer Engineering, RMIT University, Melbourne VIC 3001, Australia
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Received: 19 April 2012; in revised form: 28 May 2012 / Accepted: 4 June 2012 / Published: 12 June 2012
Abstract: Storing, collecting and querying data across miniaturized battery powered Wireless Sensor Networks (WSN) is a key research focus today. Distributed Data-Centric Storage (DCS), an alternate to External Storage (ES) and Local Storage (LS), is thought to be a promising and efficient storage and search mechanism. There has been a growing interest in understanding and optimizing WSN DCS schemes in recent years, where the range query mechanism, similarity search, load balancing, multi-dimensional data search, as well as limited and constrained resources have driven this line of research. In this paper, an extensive state-of-the-art study is provided including the prime WSN DCS schemes, challenges that inspired these schemes, as well as drawbacks and shortcomings of existing solutions. In contrast to previous surveys that briefly discuss the contribution of a few WSN DCS mechanisms, we provide a thematic taxonomy in which schemes are classified according to the problems dealt with including range query, similarity search, data aggregation, sensor network field non-uniformity, multi-replication, load balancing and routing algorithm.
Keywords: Greedy Perimeter Stateless Routing; Distributed Hash Table; Data Centric Storage; spatial temporal similarity search; range queries; multi-replication; non-uniformity of sensor network field; Load Balanced Data Centric Storage; Geographic Hash Table
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Cite This Article
MDPI and ACS Style
Ahmed, K.; Gregory, M.A. Techniques and Challenges of Data Centric Storage Scheme in Wireless Sensor Network. J. Sens. Actuator Netw. 2012, 1, 59-85.
Ahmed K, Gregory MA. Techniques and Challenges of Data Centric Storage Scheme in Wireless Sensor Network. Journal of Sensor and Actuator Networks. 2012; 1(1):59-85.
Ahmed, Khandakar; Gregory, Mark A. 2012. "Techniques and Challenges of Data Centric Storage Scheme in Wireless Sensor Network." J. Sens. Actuator Netw. 1, no. 1: 59-85.