A novel cluster-head selection algorithm based on hybrid Genetic Optimization for wireless sensor networks

Journal of Networks

Volumn 6, Issue 5, 2011, Pages 815-822

  Guo, Lejiang ^a   Li, Qiang ^a   Chen, Fangxin ^a  

^a AIR FORCE RADAR ACADEMY   (China)

Author keywords

Coverage; Energy efficiency; The network lifetime; The routing protocol; Wireless sensor networks

Indexed keywords

CLUSTER ALGORITHMS; CLUSTER HEAD; COMMUNICATION QUALITY; CONNECTION MODEL; CONVERGENCE SPEED; COVERAGE; ENERGY CONSUMPTION; EVOLUTION PROCESS; GENE POOLS; GENETIC OPTIMIZATION; GLOBAL SEARCHING; HYBRID GENETIC; INITIAL POPULATION; NETWORK LIFETIME; NEURAL NETWORK MODEL; NEURON MODEL; NEW DIMENSIONS; NODE CONTROL; POPULATION EVOLUTION; SELECTION ALGORITHM; SIMULATION RESULT; THE NETWORK LIFETIME; THE ROUTING PROTOCOL; THEORETICAL FOUNDATIONS; TWO STAGE; WEIGHTED AVERAGES;

BIOLOGY; CLUSTERING ALGORITHMS; CONVERGENCE OF NUMERICAL METHODS; DECISION MAKING; ENERGY EFFICIENCY; ENERGY UTILIZATION; EVOLUTIONARY ALGORITHMS; GENES; LAKES; OPTIMIZATION; SENSOR NODES; SENSORS; WIRELESS NETWORKS;

NEURAL NETWORKS;

EID: 79955930677     PISSN: 17962056     EISSN: None     Source Type: Journal    
DOI: 10.4304/jnw.6.5.815-822     Document Type: Article

References (17)

1. YOUNISM A, "An Energy-aware QoS Routing Protocol for Wireless Sensor Networks. " Proceedings of the 23rd International Conference on Distributed Computing Systems Workshops, Los Alamitos, USA: IEEE Computer Society, 2003, pp. 710-715.
2. Perrig A, Szewczyk R, Wen V, "SPINS: security protocols for sensor networks", Proceedings of the 7th Annual International Conference on Mobile Computing and Networking, USA: ACM, 2001, pp. 189-199.
3. Heinemann W R, Chandrakasan A, Balakrishnan H, "An application-specific protocol architecture for wireless micro sensor networks", IEEE Transaction on Wireless Communications, 2002, 1(4): 660-670.
4. B. Liu and D. Towsley, "A Study on the Coverage of Large-Scale Sensor Networks, " Proc. First IEEE Int'l Conf. Mobile Ad-hoc and Sensor Systems (MASS '04), pp. 475-483, Oct. 2004.
5. Zhu Xiaorong, Shen Lianfeng, "RBF-based cluster-head selection for wireless sensor networks", Journal of Southeast University (English Edition), 2006, 22 (4): 451-455.
6. Ulakov A, Davcev D, "Data Mining in Wireless Sensor Networks Based on Artificial Neural Networks Algorithms, " Proc of the 1stInternational Workshop on Data Mining in Sensor Networks of SDM, USA: SIAM Press, 2005, pp. 10-16.
7. Y. Liu, H. Ngan and L.M. Ni, "Power-Aware Node Deployment in Wireless Sensor Networks", Int'l J. Distributed Sensor Networks, vol. 3, pp. 225-241, April. 2007.
8. Xiaorong Zhu, Lianfeng Shen, and Tak-Shing Peter Yum, "Hausdorff Clustering and Minimum Energy Routing for Wireless Sensor Networks", IEEE Transactions on Vehicular Technology. Vol. 58, pp. 990-997, February. 2009.
9. L. Xing, A. Shrestha, "QoS reliability of hierarchical clustered wireless sensor networks", IEEE International Conference on Performance, Computing, and Communications, 2006, pp. 641-646.
10. T. Zhong, S. Wang, S. Z. Xu, H. F. Yu, D. Xu, "Time Delay Based Clustering in Wireless Sensor Networks", Wireless Communications and Networking Conference, 2007, pp. 3956-3960.
11. Lejiang Guo, Qiang Tang, "An Improved Routing Protocol in WSN with Hybrid Genetic Algorithm", The 2nd International Conference on Networks Security, Wireless Communications and Trusted Computing, 2010, pp. 289-292.
12. Sadjadi BA, Kiayias A, Mercado A, Yener B, "Robust key generation from signal envelopes in wireless networks. ", Proceedings of the 14th ACM Conference on Computer and Communications Security, 2007, pp. 401-410.
13. Wang Dong, Zhang Jin-rong, Cao Chang-xiu, "The estimating calculation and distributing regularity of wireless sensors", Proceedings of the International Conference on Mechanical Transmissions. Chongqing, China: Science Press, 2006, pp. 532-1535.
14. Lejiang Guo, Bingwen Wang, Weijiang Wang, "Research of energy-efficiency algorithm based on on-demand load balancing for wireless sensor networks", 2009 International Conference on Test and Measurement, 2009, pp. 22-25.
15. Akyildiz F, Su W, Sankara subramaniam Y, Cayirci E, "A surveyon sensor networks", IEEE Communications Magazine, 2002, pp. 102-114.
16. S. Lin, J. Zhang, G. Zhou, L. Gu, T. He, J.A. Stankovic, "ATPC: adaptive transmission power control for wireless sensor networks", Proceedings of the International Conference on Embedded Networked Sensor Systems, November 2006, pp. 223-236.
17. Kannan AA, Mao G, Vucetic B, "Simulated annealing based wireless sensor network localization", Journal of Computers, 2006, 1(2): 15-22.