Year 2018, Volume 1, Issue 1, Pages 10 - 23 2018-12-20

Efficient Camera Clustering Method Based on Overlapping FoVs for WMSNs

Benrazek Ala-Eddine [1] , Farou Brahim [2] , Kurulay Muhammet [3]

36 89

The paper presents a new method of clustering cameras in a wireless multimedia sensor network based on overlapping camera fields of view. This method aims to group as many overlapping cameras as possible using the Bron-Kerbosch algorithm. The algorithm allows to find a maximum number of cliques, where they represent camera clusters with strongly overlapping fields of view. The main objective of this method is to form clusters of cameras that have a large overlap area between them in order to restrict the communication area only within the cluster. The method also avoids network congestion and reduce the redundancy of detected data to limit the rapid decrease in energy resulting from the acquisition, processing and transmission of redundant multimedia data. The simulation results show that the proposed method is more effective in extending network lifetime and reducing overhead costs.

Clustering, Wireless Multimedia Sensor Network, Field of View, Energy Conservation, Maximal Cliques
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Primary Language en
Subjects Computer Science, Interdisciplinary Application
Journal Section Articles
Authors

Author: Benrazek Ala-Eddine (Primary Author)
Institution: 8 Mai 1945 Guelma University, Algeria
Country: Algeria


Author: Farou Brahim
Institution: 8 Mai 1945 Guelma University, Algeria
Country: Algeria


Author: Kurulay Muhammet
Institution: YILDIZ TECHNICAL UNIVERSITY
Country: Turkey


Bibtex @research article { ijiam525242, journal = {International Journal of Informatics and Applied Mathematics}, issn = {}, eissn = {2667-6990}, address = {International Society of Academicians}, year = {2018}, volume = {1}, pages = {10 - 23}, doi = {}, title = {Efficient Camera Clustering Method Based on Overlapping FoVs for WMSNs}, key = {cite}, author = {Ala-Eddine, Benrazek and Brahim, Farou and Muhammet, Kurulay} }
APA Ala-Eddine, B , Brahim, F , Muhammet, K . (2018). Efficient Camera Clustering Method Based on Overlapping FoVs for WMSNs. International Journal of Informatics and Applied Mathematics, 1 (1), 10-23. Retrieved from http://dergipark.org.tr/ijiam/issue/43831/525242
MLA Ala-Eddine, B , Brahim, F , Muhammet, K . "Efficient Camera Clustering Method Based on Overlapping FoVs for WMSNs". International Journal of Informatics and Applied Mathematics 1 (2018): 10-23 <http://dergipark.org.tr/ijiam/issue/43831/525242>
Chicago Ala-Eddine, B , Brahim, F , Muhammet, K . "Efficient Camera Clustering Method Based on Overlapping FoVs for WMSNs". International Journal of Informatics and Applied Mathematics 1 (2018): 10-23
RIS TY - JOUR T1 - Efficient Camera Clustering Method Based on Overlapping FoVs for WMSNs AU - Benrazek Ala-Eddine , Farou Brahim , Kurulay Muhammet Y1 - 2018 PY - 2018 N1 - DO - T2 - International Journal of Informatics and Applied Mathematics JF - Journal JO - JOR SP - 10 EP - 23 VL - 1 IS - 1 SN - -2667-6990 M3 - UR - Y2 - 2019 ER -
EndNote %0 International Journal of Informatics and Applied Mathematics Efficient Camera Clustering Method Based on Overlapping FoVs for WMSNs %A Benrazek Ala-Eddine , Farou Brahim , Kurulay Muhammet %T Efficient Camera Clustering Method Based on Overlapping FoVs for WMSNs %D 2018 %J International Journal of Informatics and Applied Mathematics %P -2667-6990 %V 1 %N 1 %R %U
ISNAD Ala-Eddine, Benrazek , Brahim, Farou , Muhammet, Kurulay . "Efficient Camera Clustering Method Based on Overlapping FoVs for WMSNs". International Journal of Informatics and Applied Mathematics 1 / 1 (December 2018): 10-23.