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
Link To Document :
بازگشت