Please use this identifier to cite or link to this item: https://doi.org/10.1145/1178782.1178801
Title: A design methodology for selection and placement of sensors in multimedia surveillance systems
Authors: Siva Ram, G.S.V.S.
Ramakrishnan, K.R.
Atrey, P.K.
Singh, V.K.
Kankanhalli, M.S. 
Keywords: Fault tolerance
Performance metric
Sensor selection and placement
Issue Date: 2006
Source: Siva Ram, G.S.V.S.,Ramakrishnan, K.R.,Atrey, P.K.,Singh, V.K.,Kankanhalli, M.S. (2006). A design methodology for selection and placement of sensors in multimedia surveillance systems. Proceedings of the ACM International Multimedia Conference and Exhibition : 121-130. ScholarBank@NUS Repository. https://doi.org/10.1145/1178782.1178801
Abstract: This paper addresses the problem of how to select the optimal number of sensors and how to determine their placement in a given monitored area for multimedia surveillance systems. We propose to solve this problem by obtaining a novel performance metric in terms of a probability measure for accomplishing the task as a function of set of sensors and their placement. This measure is then used to find the optimal set. The same measure can be used to analyze the degradation in system 's performance with respect to the failure of various sensors. We also build a surveillance system using the optimal set of sensors obtained based on the proposed design methodology. Experimental results show the effectiveness of the proposed design methodology in selecting the optimal set of sensors and their placement. Copyright 2006 ACM.
Source Title: Proceedings of the ACM International Multimedia Conference and Exhibition
URI: http://scholarbank.nus.edu.sg/handle/10635/40993
ISBN: 1595934960
DOI: 10.1145/1178782.1178801
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