International Journal of Computational Intelligence Systems

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Volume 11, Issue 1, 2018, Pages 882 - 893

Fuzzy Logic Based Cross-Layer Design for Image Transmission in Wireless Sensor Networks

Authors
Moad Mowafi1, mowafi@just.edu.jo, Omar Banimelhem1, omelhem@just.edu.jo, Yosef Taher2, yaabdulmoghni11@cit.just.edu.jo
1Department of Network Engineering and Security, Jordan University of Science and Technology, P.O. Box 3030, Irbid, 22110, Jordan
2Department of Computer Engineering, Jordan University of Science and Technology, P.O. Box 3030, Irbid, 22110, Jordan
Received 9 January 2018, Accepted 12 March 2018, Available Online 27 March 2018.
DOI
10.2991/ijcis.11.1.67How to use a DOI?
Keywords
fuzzy logic; cross-layer design; quality of service; wireless multimedia sensor networks
Abstract

The evolution of wireless multimedia sensor networks (WMSN) has opened the door to a wide range of applications such as telemedicine, surveillance, and intrusion detection. However, the delivery of multimedia content over wireless sensor networks requires maintaining the quality of service demands of the applications as well as the resource constraints of the network. This has motivated the design of cross-layer architectures as a promising solution for efficiently meeting the quality of service requirements and the resource constraints in WMSN. In this paper, a cross-layer design for image transmission, using fuzzy logic, is proposed to provide quality of service guarantees and efficient resource utilization in WMSN. The proposed cross-layer design takes into consideration the trade-off between the network performance and the quality of received images by exploiting the information exchange between different layers in the protocol stack. The simulation results demonstrate that the proposed approach can efficiently improve the network performance in terms of packet loss, delay, and energy consumption, while maintaining an acceptable level of quality of the received images.

Copyright
© 2018, the Authors. Published by Atlantis Press.
Open Access
This is an open access article under the CC BY-NC license (http://creativecommons.org/licences/by-nc/4.0/).

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Journal
International Journal of Computational Intelligence Systems
Volume-Issue
11 - 1
Pages
882 - 893
Publication Date
2018/03/27
ISSN (Online)
1875-6883
ISSN (Print)
1875-6891
DOI
10.2991/ijcis.11.1.67How to use a DOI?
Copyright
© 2018, the Authors. Published by Atlantis Press.
Open Access
This is an open access article under the CC BY-NC license (http://creativecommons.org/licences/by-nc/4.0/).

Cite this article

risenwbib
TY  - JOUR
AU  - Moad Mowafi
AU  - Omar Banimelhem
AU  - Yosef Taher
PY  - 2018
DA  - 2018/03/27
TI  - Fuzzy Logic Based Cross-Layer Design for Image Transmission in Wireless Sensor Networks
JO  - International Journal of Computational Intelligence Systems
SP  - 882
EP  - 893
VL  - 11
IS  - 1
SN  - 1875-6883
UR  - https://doi.org/10.2991/ijcis.11.1.67
DO  - 10.2991/ijcis.11.1.67
ID  - Mowafi2018
ER  -