Intelligent clustering for balanced energy consumption in wireless sensor networks

International Journal of Advancements in Computing Technology

Volumn 3, Issue 2, 2011, Pages 16-23

  Enami, Neda ^a   Charkari, Nasrollah Moghadam ^b   Ahmadi, Kourosh Dadashtabar ^b  

^a PAYAME NOOR UNIVERSITY   (Iran)

^b TARBIAT MODARES UNIVERSITY   (Iran)

Author keywords

Clustering; Neural Networks; Self Organizing Map; Wireless Sensor Networks

Indexed keywords

CONFORMAL MAPPING; COST FUNCTIONS; ENERGY UTILIZATION; NEURAL NETWORKS; SELF ORGANIZING MAPS; SENSOR NODES; WIRELESS SENSOR NETWORKS;

BALANCED ENERGY CONSUMPTION; CLUSTER-BASED; CLUSTERING; CLUSTERING DESIGN; INTELLIGENT CLUSTERING; MULTIPLE CRITERIA; NETWORK LIFETIME; SELF-ORGANIZING MAP NEURAL NETWORK;

INTERNET PROTOCOLS;

EID: 79953732614     PISSN: 20058039     EISSN: None     Source Type: Journal    
DOI: 10.4156/ijact.vol3.issue2.3     Document Type: Article

References (11)

1. Wendi Rabiner Heinzelman, Anantha Chandrakasan, and Hari Balakrishnan, Application-Specific Protocol Architecture for Wireless Microsensor Networks, Journal of IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, VOL. 1, NO. 4, pp.660-670, 2002.
2. Lahcen Dehni, Francine Kief, Younes Bennani, Power Control and Clustering in Wireless Sensor Networks, Journal of Challenges in Ad Hoc Networking, vol 2005, pp.31-40.
3. Juha Vesanto, Esa Alhoniemi, Clustering of Self Organizing Map, Journal of IEEE Transactions on Neural Networks, Vol. 11, No. 3, pp.586-600, 2000.
4. N. K. Visalakshi, and K.Thangavel, Impact of Normalization in Distributed K-Means Clustering, International Journal of Soft Computing, Vol. 4, issue. 4, pp. 168-172, 2009.
5. T.L. Saati, How to make a decision: The Analytic Hierarchy Process, European Journal of Operational Research, vol.48, Issue.1, pp.4-26, 1990.
6. Huang Zhi, Liu San-Yang, Qi Xiao-Gang, Overview of Routing in Dynamic Wireless Sensor Networks, JDCTA, Vol. 4, No. 4, pp. 199-206, 2010
7. Davood KeyKhosravi, Ali Ghaffari, Ali Hosseinalipour, Batool Abadi Khasragi, New clustering protocol to decrease probability failure nodes and increasing the lifetime in WSNs, IJACT, Vol. 2, No. 2, pp. 117-121, 2010
8. Hee Wan Kim, Hee Suk Seo, Sun Ho Hong, Chul Kim, Modeling of Energy-efficient Applicable Routing Algorithm in WSN, JDCTA, Vol. 4, No. 5, pp. 13-22, 2010
9. Stephanie Lindsey, Cauligi S. Raghavendra, PEGASIS: Power-Efficient Gathering in Sensor Information Systems, In Proceeding of IEEE Aerospace Conference, vol. 3, pp. 1125-1130, 2002.
10. Mao Ye, Chengfa Li, Guihai Chen, EECS: An Energy Efficient Clustering Scheme in Wireless Sensor Networks, In Proceedings of IEEE Int'l Performance Computing and Communications Conference (IPCCC), pp. 535-540, 2005.
11. Juha Vesanto, Juhan Himberg, Esa Alhoniemi, Juha Parhankangas, Self-Organizing Map in MATLAB: The SOM toolbox, In Proceeding of MATLAB DSP Conference, pp.35-40, Finland, 1999.