Energy Efficient Routing Protocol to Extend Wireless Sensor Network Lifetime
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Date
2018
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Volume Title
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GOLD
Green Open Access
No
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Publicly Funded
No
Abstract
In Wireless Sensor Networks (WSNs) the sensor nodes have limited energy resources with their mostly irreplaceable batteries. This makes to encourage design protocols that are energy efficient to provide a longer network lifetime. This paper proposes a method to divide the sensor network into equal-size grids namely regular geometric shaped clusters selecting Cluster Head (CH) and Vice Cluster Head (VCH) for each grid by using Fuzzy Logic System (FLS). Since the CH being the central node and performing additional tasks in the cluster often results in early energy drain the VCHs are introduced here as additional internal resources to replace CHs in the network. Unlike other typical hierarchical routing protocols the CHs are not changed per each round, rather they are replaced on-demand in order to reduce energy consumption. We analyze and compare our proposal in the MATLAB with the well-known cluster-based protocol LEACH and its modified version MODLEACH. The results show a significant improvement in network throughput energy consumption and network lifetime.
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Keywords
Bilgisayar Bilimleri- Yazılım Mühendisliği-Bilgisayar Bilimleri- Sibernitik-Bilgisayar Bilimleri- Bilgi Sistemleri-Bilgisayar Bilimleri- Donanım ve Mimari-Bilgisayar Bilimleri- Teori ve Metotlar-Bilgisayar Bilimleri- Yapay Zeka, Bilgisayar Bilimleri, Yazılım Mühendisliği, Bilgisayar Bilimleri, Sibernitik, Bilgisayar Bilimleri, Bilgi Sistemleri, Bilgisayar Bilimleri, Donanım Ve Mimari, Bilgisayar Bilimleri, Yapay Zeka, Bilgisayar Bilimleri, Teori Ve Metotlar, Engineering, Cluster head;fuzzy logic system;grid;vice cluster head;wireless sensor network, Mühendislik
Fields of Science
03 medical and health sciences, 0302 clinical medicine
Citation
X. Liu “A Survey on Clustering Routing Protocols in Wireless Sensor Networks” Sensors Vol.12 2012 pp.11113-11153.J. Kulik W. Heinzelman H. Balakrishnan “Negotiation-Based Protocols for Disseminating Information in Wireless Sensor Networks” Wireless Networks Vol.8 2002 pp.169–185.C. Intanagonwiwat R. Govindan D. Estrin J. Heidemann F. Silva “Directed Diffusion for Wireless Sensor Networking” IEEE/ACM Transactions on Networking Vol.11 No.1 2003.D. Braginsky D. Estrin “Rumor Routing Algorithm For Sensor Networks” Proceedings of the 1st ACM international workshop on Wireless sensor networks and applications 2002 pp.22-31.Z. Haas J. Halpern L. Li “Gossip-Based Ad Hoc Routing” IEEE/ACM Transactions on Networking Vol.14 N0.3 2006.W. Heinzelman A. Chandrakasan H. Balakrishnan “Energy-Efficient Communication Protocol for Wireless Microsensor Networks” Proceedings of the Hawaii International Conference on System Sciences 2000 pp.1-10.I. Gupta D. Riordan S. Sampalli “Cluster-head Election using Fuzzy Logic for Wireless Sensor Networks” 3rd Annual Communication Networks and Services Research Conference (CNSR'05) 2005 pp. 255-260.T. Preethiya G. Santhi “Enhancement of Lifetime Using Fuzzy- Based Clustering Approach in WSN” 2014 International Conference on Electronics and Communication Systems (ICECS) 2014 pp. 1-5.F. Zhao Y. Xu R. Li “Improved LEACH Routing Communication Protocol for a Wireless Sensor Network” International Journal of Distributed Sensor Networks Vol.2012 2012.A. Mehmood J. Lloret M. Noman H. Song “Improvement of the Wireless Sensor Network Lifetime using LEACH with Vice-Cluster Head” Ad-Hoc and Sensor Wireless Networks Vol.28 No.1-2 2015 pp.1-17.T. Hassan G. Selim S. Sadek “A Novel Energy Efficient Vice Cluster Head Routing Protocol in Wireless Sensor Networks” 2015 IEEE 7th International Conference on Intelligent Computing and Information Systems ICICIS 2015 pp.313-320.W. Heinzelman A. Chandrakasan H. Balakrishnan “An Application-Specific Protocol Architecture for Wireless Microsensor Networks” IEEE Transactions on Wireless Communications Vol.1 No.4 2002.A. Ahlawat V. Malik “An Extend Vice-Cluster Selection Approach To Improve VLEACH Protocol in WSN” International Conference on Advanced Computing and Communication Technologies ACCT 2013 pp.236-240M. Yassein A. Al-zou'bi Y. Khamayseh W. Mardini “Improvement on LEACH Protocol of Wireless Sensor Network (VLEACH)” International Journal of Digital Content: Technology and its Applications Vol.3 No.2 2009.A. Singh S. Rathkanthiwar S. Kakde “Energy Efficient Routing of WSN using Particle Swarm Optimization and V-Leach Protocol” International Conference on Communication and Signal Processing ICCSP 2016.Q. Gao K. Blow D. Holding I. Marshall X. Peng “Routing Analysis and Energy Efficiency in Wireless Sensor Networks” IEEE 6th CAS Symp. on Emerging Technologies: Mobile and Wireless Comm. 2004.R. Akl U. Sawant “Grid-based Coordinated Routing in Wireless Sensor Networks” 2007.W. Din S. Yahya M. Taib A. Yassin “Energy Efficient of WSN using Two Parameters Selection” 2013 IEEE Conference on Systems Process and Control ICSPC 2013 pp. 181-185.N. Nokhanji Z. Hanapi S. Subramaniam M. Mohamed “An Energy Aware Distributed Clustering Algorithm Using Fuzzy Logic for Wireless Sensor Networks with Non-uniform Node Distribution” Wireless Personal Communications Vol.84 No. 1 2015 pp. 395-419.M. Jahanshahi S. Rahmani S. Ghaderi “AnEfficient Cluster Head Selection Algorithm for Wireless Sensor Networks Using Fuzzy Inference Systems” International Journal of Smart Electrical Engineering Vol.2 No.2 2013 pp.121-125.D. Mahmood N. Javaid S. Mahmood S. Qureshi A. Memon T. Zaman “MODLEACH: A Variant of LEACH for WSNs” 2013 8th International Conference on Broadband Wireless Computing Communication and Applications BWCCA 2013 pp.158-163R. Pachlor D. Shrimankar “VCH-ECCR: A Centralized Routing Protocol for Wireless Sensor Networks” Hindawi Journal of Sensors Volume 2017 Article ID 8946576 pp.1-10.Ma et al. “Hybrid energy-efficient APTEEN protocolbased on ant colony algorithm in wireless sensor network” EURASIP Journal on Wireless Communications and Networking (2018) 2018:102 pp.1-13.
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OpenCitations Citation Count
5
Source
Balkan Journal of Electrical and Computer Engineering
Volume
6
Issue
3
Start Page
178
End Page
182
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