Title :
Scheduling video recording to minimize distance-jitter for surveillance systems
Author :
Lin, Kuan Jen ; Chen, Wei Jen ; Hsiao, Wan Te
Author_Institution :
Dept. of Electron. Eng., Fu Jen Catholic Univ., Taipei, Taiwan
Abstract :
Due to the limit of storage capacity and processor speed, only a subset of frames from each channel can be recorded in a multi-channel video surveillance system. Each channel may have different recording frame rate. It is required that the recorded frames from the same channel should have equal temporal distance between any two consecutive frames. In this paper, we define cost functions to evaluate the schedule quality. The scheduling problem which minimizes distance jitter and meets real time requirement will be formulated as a zero-one integer linear programming problem. Then an efficient list scheduling algorithm modified from the EDF algorithm will be proposed. Experimental result will show that our algorithm can get better results than the EDF algorithm.
Keywords :
integer programming; linear programming; scheduling; video recording; video surveillance; distance-jitter minimization; multichannel video surveillance system; recording frame rate; schedule quality evaluation; video recording scheduling; zero-one integer linear programming problem; Cameras; Cost function; Displays; Integer linear programming; Jitter; Optimal scheduling; Scheduling algorithm; Surveillance; Video compression; Video recording; jitter; recording; scheduling; surveillance;
Conference_Titel :
Consumer Electronics, 2009. ISCE '09. IEEE 13th International Symposium on
Conference_Location :
Kyoto
Print_ISBN :
978-1-4244-2975-2
Electronic_ISBN :
978-1-4244-2976-9
DOI :
10.1109/ISCE.2009.5157006