Paper Info
Title
An efficient fuzzy fusion-based framework for surveillance applications in Wireless Multimedia Sensor Networks
Abstract
This study is focused on a new approach for addressing the trade-off between accuracy and energy-efficiency of Wireless Multimedia Sensor Networks. Although a number of previous studies have focused on various special topics in Wireless Multimedia Sensor Networks in detail, to best of our knowledge, none presents a fuzzy multi-modal data fusion system, which is light-weight and provides a high accuracy ratio. Especially, multi-modal data fusion targeting surveillance applications make it inevitable to work within a multi-level hierarchical framework. In this study, we primarily focus on accuracy and efficiency by utilizing such a framework. In order to evaluate the performance of the proposed framework, a set of experiments is conducted and obtained results are presented.
Year
DOI
Venue
2014
10.1109/IWCMC.2014.6906453
Wireless Communications and Mobile Computing Conference
Keywords
DocType
ISSN
energy conservation,multimedia communication,sensor fusion,surveillance,telecommunication power management,wireless sensor networks,energy-efficiency,fuzzy fusion-based framework,fuzzy multi-modal data fusion system,surveillance,wireless multimedia sensor networks,actuator networks,fuzzy clustering and classification,hierarchical data fusion,surveillance applications,wireless multimedia sensor networks
Conference
2376-6492
Citations 
PageRank 
References 
0
0.34
18
Authors
4
Name
Order
Citations
PageRank
Seyyit Alper Sert1523.85
Adnan Yazici264956.29
Ahmet Cosar317721.81
Cengiz Yilmazer410.71