• DocumentCode
    670354
  • Title

    Decentralized coding algorithm in Data Centric Storage for wireless sensor networks

  • Author

    Ahmed, Khandakar ; Gregory, Mark A.

  • Author_Institution
    RMIT Univ., Melbourne, VIC, Australia
  • fYear
    2013
  • fDate
    20-22 Nov. 2013
  • Firstpage
    106
  • Lastpage
    111
  • Abstract
    For robust data recovery in catastrophic scenarios in wireless sensor networks, obtaining reliable storage over unreliable nodes is desirable. A distributed Data Centric Storage (DCS) system provides reliable access to data through redundancy spread over individually unreliable nodes. However, instead of using simple replication, it is possible to achieve a similar level of reliability with less redundancy by utilizing erasure encoding. In this paper, a Decentralized Distributed Erasure Coding (DDEC) algorithm is implemented in a Disk Based Data Centric Storage (DBDCS) architecture dividing the rectangular field into a matrix of storage cells (referred to as sectors) where row and column represent track (Ti) and sector (Sj) respectively. The acquired information is encoded into n fragments and disseminated across n nodes inside a sector so that the original source packets can be recovered from any k surviving nodes. The performance of DDEC was analyzed and found to provide an improvement over comparable approaches.
  • Keywords
    network coding; telecommunication network reliability; wireless sensor networks; DBDCS architecture; DDEC algorithm; decentralized distributed erasure coding algorithm; disk-based data centric storage architecture; distributed DCS system; distributed data centric storage system; node reliability; redundancy spread; reliability level; robust data recovery; source packets; storage cell matrix; storage reliability; surviving nodes; wireless sensor networks; Bandwidth; Decoding; Encoding; Maintenance engineering; Redundancy; Wireless sensor networks; Data Centric Storage; Wireless Sensor Network; regenerating codes; repair bandwidth; sector based distance routing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Telecommunication Networks and Applications Conference (ATNAC), 2013 Australasian
  • Conference_Location
    Christchurch
  • Type

    conf

  • DOI
    10.1109/ATNAC.2013.6705365
  • Filename
    6705365