Please use this identifier to cite or link to this item:
Title: Performance modeling of multimedia surveillance systems
Authors: Saini, M.
Natraj, Y.
Kankanhalli, M. 
Issue Date: 2009
Citation: Saini, M., Natraj, Y., Kankanhalli, M. (2009). Performance modeling of multimedia surveillance systems. ISM 2009 - 11th IEEE International Symposium on Multimedia : 179-186. ScholarBank@NUS Repository.
Abstract: Automated surveillance is critically important in the current scenario of heightened security concerns. Therefore, there has been a surge in the development of surveillance systems. Surveillance systems employ sensors to capture various environmental aspects in order to reason about the dynamically changing situation. Due to their cheap availability, the number of sensors used in modern systems is quite large. While processing the large amount of sensor data, the system faces many bottlenecks in terms of processor and memory requirements. Despite many efforts to propose efficient system architectures, they all ignore the study of the dynamic behavior of the system and the impact of various factors on system performance. In this work, we develop an analytical model to evaluate the performance of surveillance systems. Using the proposed model, we obtain closed form equations for event miss probability and response time as a function of system parameters. The results obtained from the model are validated with those obtained from the simulator. Finally we explore the different trade-offs among the system parameters and performance metrics. © 2009 IEEE.
Source Title: ISM 2009 - 11th IEEE International Symposium on Multimedia
ISBN: 9780769538907
DOI: 10.1109/ISM.2009.27
Appears in Collections:Staff Publications

Show full item record
Files in This Item:
There are no files associated with this item.


checked on Mar 23, 2019


checked on Mar 13, 2019

Page view(s)

checked on Dec 29, 2018

Google ScholarTM



Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.