• DocumentCode
    3253240
  • Title

    Delivery time delay analysis of MLFFA based on queuing model

  • Author

    Bhattacharjee, Sharmistha ; Bhattacharya, Boudhayan ; Sengupta, Saunak ; Majumder, Dwijesh Dutta

  • Author_Institution
    Educ. & Training, DOEACC Soc., Kolkata, India
  • fYear
    2011
  • fDate
    21-23 Dec. 2011
  • Firstpage
    319
  • Lastpage
    324
  • Abstract
    In this paper, we described the Queuing delay in our own MLFFA architecture based on data fusion and analyzed different data fusion filter architectures available in the literature with our new Multi-level Federated Architecture (MLFFA) to improve the filtration of each signaling sensor for a reference sensor (RS) within its fusion domain. It is done by sending the individual sensor data through multiple levels of local filters (LF). This process reduces both Rate of Data Loss and eases the load on Master Fusion Filter (MFF). This article presents a comparison of other existing data fusion architectures - Centralised, Cascaded, Federated, and Distributed with our MLFFA which shows improvement with respect to the existing architectures in term of queuing delay.
  • Keywords
    delay filters; distributed databases; queueing theory; sensor fusion; MLFFA; data fusion filter architectures; delivery time delay analysis; local filters; master fusion filter; multi-level federated architecture; queuing delay; queuing model; reference sensor; signaling sensor; Computer architecture; Delay; Filtering algorithms; Information filters; Queueing analysis; Robot sensing systems; Cascaded; Centralised; Distributed MLFFA; Federated; Local Filter; Master Fusion Filter; Queue and Queuing Delay; Reference Sensor;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Recent Trends in Information Systems (ReTIS), 2011 International Conference on
  • Conference_Location
    Kolkata
  • Print_ISBN
    978-1-4577-0790-2
  • Type

    conf

  • DOI
    10.1109/ReTIS.2011.6146889
  • Filename
    6146889