Title :
Pub-Eye: The delay constrained Pub/Sub for large scale wireless video surveillance
Author :
Zou, Yang ; Cao, Jiannong ; Zhang, Jun
Author_Institution :
Dept. of Comput., Hong Kong Polytech. Univ., Kowloon, China
Abstract :
This paper proposes a novel design of Publish/Subscribe (Pub/Sub) based system for event-driven video surveillance over wireless networks. Different from the previous Pub/Sub works, the proposed system considers the real-time requirement together with the system scalability. We study the problem of selecting an optimal subset of brokers for subscription forwarding in a large scale delay constrained Pub/Sub system on top of a wireless mesh/ad-hoc network. We prove that the problem can be reduced from a minimum connected K-dominating set problem, which has been proved to be NP-complete. A heuristic algorithm is then proposed to solve the problem and its performance is evaluated by comprehensive simulation. We also share our experience of real-world implementation of the Pub/Sub based video surveillance system.
Keywords :
message passing; radiocommunication; video surveillance; K-dominating set problem; Pub-eye; delay constrained Pub/Sub system; event driven video surveillance; heuristic algorithm; large scale wireless video surveillance; publish/subscribe based system; subscription forwarding; wireless network; Ad hoc networks; Delay; Heuristic algorithms; Matched filters; Subscriptions; Video surveillance; Pub/Sub; Wireless Video Surveillance;
Conference_Titel :
Wireless Communications and Networking Conference (WCNC), 2011 IEEE
Conference_Location :
Cancun, Quintana Roo
Print_ISBN :
978-1-61284-255-4
DOI :
10.1109/WCNC.2011.5779465